DE analysis
gn <- as.character(ls_preprocessed$rna_all$Feature[which(ls_preprocessed$rna_all$Feature_gene_name =='TRPA1')])
DE_res <- DE_analysis(ls_preprocessed,
GeneBased=TRUE,
pDataBased=FALSE,
NewCondition=FALSE,
cond_nm=gn,
reference = 'low',
correct_gender=TRUE,
extremes_only=TRUE)
## Unlist done
## Labeling done
## Filtering done
## factor levels were dropped which had no samples
## Design done
## factor levels were dropped which had no samples
## Warning: Setting row names on a tibble is deprecated.
## vsd symbols done
## using pre-existing size factors
## estimating dispersions
## gene-wise dispersion estimates
## mean-dispersion relationship
## final dispersion estimates
## fitting model and testing
## -- replacing outliers and refitting for 1610 genes
## -- DESeq argument 'minReplicatesForReplace' = 7
## -- original counts are preserved in counts(dds)
## estimating dispersions
## fitting model and testing
## DESeq done
## using 'normal' for LFC shrinkage, the Normal prior from Love et al (2014).
##
## Note that type='apeglm' and type='ashr' have shown to have less bias than type='normal'.
## See ?lfcShrink for more details on shrinkage type, and the DESeq2 vignette.
## Reference: https://doi.org/10.1093/bioinformatics/bty895
## res symbols done
## list done
DE results
heatmap_200(DE_res$res_df, DE_res$vsd_mat_sym, DE_res$meta_data, DE_res$pData_rnaseq)

x <- DE_res$res_df %>%
arrange(desc(abs(log2FoldChange)))
rownames(x) <- make.names(x$symbol, unique = T)
k <- gn
x <- x[-which(x$gene %in%k),]
#head(x, 10)
vp <- volcano_plot(x, gene=NULL, p_title='TRPA1', pCutoff=0.001, FCcutoff=1.5)

List of genes differentially expressed (-1.5 > fold change > 1.5, pval<0.001)
vp_tb <- vp$data[which(vp$data$Sig == 'FC_P'),]
rownames(vp_tb) <- c(1:nrow(vp_tb))
kable(vp_tb)
| 4.028480e+01 |
3.626802 |
0.4659044 |
5.487729 |
0.0000000 |
0.0000078 |
ENSG00000159217.5 |
IGF2BP1 |
FC_P |
IGF2BP1 |
3.626802 |
0.0000000 |
| 1.424362e+00 |
3.355930 |
0.4606525 |
3.638648 |
0.0002741 |
0.0046421 |
ENSG00000228277.1 |
AC112518.3 |
FC_P |
AC112518.3 |
3.355930 |
0.0002741 |
| 1.573867e+01 |
3.283034 |
0.4063926 |
5.259932 |
0.0000001 |
0.0000198 |
ENSG00000180861.5 |
C12orf36 |
FC_P |
C12orf36 |
3.283034 |
0.0000001 |
| 1.149603e+01 |
3.138224 |
0.4892570 |
6.732248 |
0.0000000 |
0.0000000 |
ENSG00000106031.6 |
HOXA13 |
FC_P |
HOXA13 |
3.138224 |
0.0000000 |
| 9.013161e+01 |
2.968389 |
0.4211908 |
4.135687 |
0.0000354 |
0.0011107 |
ENSG00000094755.12 |
GABRP |
FC_P |
GABRP |
2.968389 |
0.0000354 |
| 3.826809e+00 |
2.947610 |
0.4044187 |
3.577355 |
0.0003471 |
0.0054243 |
ENSG00000267654.1 |
RP11-973H7.4 |
FC_P |
RP11.973H7.4 |
2.947610 |
0.0003471 |
| 5.133828e+02 |
-2.847745 |
0.4942222 |
-5.969964 |
0.0000000 |
0.0000010 |
ENSG00000125851.5 |
PCSK2 |
FC_P |
PCSK2 |
-2.847745 |
0.0000000 |
| 6.496843e+00 |
2.766322 |
0.4965835 |
3.992619 |
0.0000653 |
0.0017028 |
ENSG00000102837.6 |
OLFM4 |
FC_P |
OLFM4 |
2.766322 |
0.0000653 |
| 3.778181e+02 |
-2.721969 |
0.4038448 |
-6.742470 |
0.0000000 |
0.0000000 |
ENSG00000134020.6 |
PEBP4 |
FC_P |
PEBP4 |
-2.721969 |
0.0000000 |
| 1.129898e+01 |
2.671664 |
0.3956415 |
6.587470 |
0.0000000 |
0.0000001 |
ENSG00000268941.1 |
MGC4294 |
FC_P |
MGC4294 |
2.671664 |
0.0000000 |
| 2.579193e+01 |
2.651873 |
0.4733306 |
5.485955 |
0.0000000 |
0.0000078 |
ENSG00000227964.1 |
RP5-1112F19.2 |
FC_P |
RP5.1112F19.2 |
2.651873 |
0.0000000 |
| 9.768352e+00 |
2.626679 |
0.4712190 |
5.508101 |
0.0000000 |
0.0000072 |
ENSG00000188624.2 |
IGFL3 |
FC_P |
IGFL3 |
2.626679 |
0.0000000 |
| 8.810358e+00 |
2.607049 |
0.4396776 |
5.829855 |
0.0000000 |
0.0000020 |
ENSG00000273388.1 |
RP11-401O9.4 |
FC_P |
RP11.401O9.4 |
2.607049 |
0.0000000 |
| 7.545176e+00 |
2.580077 |
0.4690340 |
5.589482 |
0.0000000 |
0.0000052 |
ENSG00000263655.1 |
RP11-25L3.3 |
FC_P |
RP11.25L3.3 |
2.580077 |
0.0000000 |
| 5.905923e+01 |
2.573387 |
0.3597944 |
7.121725 |
0.0000000 |
0.0000000 |
ENSG00000221502.1 |
MIR1245A |
FC_P |
MIR1245A |
2.573387 |
0.0000000 |
| 6.789361e+00 |
2.571106 |
0.4457182 |
3.956631 |
0.0000760 |
0.0019080 |
ENSG00000179083.5 |
FAM133A |
FC_P |
FAM133A |
2.571106 |
0.0000760 |
| 3.120361e+01 |
2.548871 |
0.4433360 |
3.619675 |
0.0002950 |
0.0048839 |
ENSG00000006611.11 |
USH1C |
FC_P |
USH1C |
2.548871 |
0.0002950 |
| 1.245316e+01 |
2.526598 |
0.4976622 |
5.133755 |
0.0000003 |
0.0000327 |
ENSG00000270470.1 |
RP11-601H16.1 |
FC_P |
RP11.601H16.1 |
2.526598 |
0.0000003 |
| 2.657587e+00 |
-2.519457 |
0.4675004 |
-3.858432 |
0.0001141 |
0.0025211 |
ENSG00000241032.2 |
RN7SL709P |
FC_P |
RN7SL709P |
-2.519457 |
0.0001141 |
| 2.548350e+01 |
2.497027 |
0.4089348 |
6.090872 |
0.0000000 |
0.0000007 |
ENSG00000133020.4 |
MYH8 |
FC_P |
MYH8 |
2.497027 |
0.0000000 |
| 3.875403e+03 |
-2.494320 |
0.3624571 |
-6.861474 |
0.0000000 |
0.0000000 |
ENSG00000099994.10 |
SUSD2 |
FC_P |
SUSD2 |
-2.494320 |
0.0000000 |
| 1.221030e+03 |
-2.488812 |
0.4661348 |
-4.056469 |
0.0000498 |
0.0014043 |
ENSG00000160862.8 |
AZGP1 |
FC_P |
AZGP1 |
-2.488812 |
0.0000498 |
| 4.783482e+00 |
2.478545 |
0.4897573 |
5.042099 |
0.0000005 |
0.0000477 |
ENSG00000272609.1 |
RP11-461M2.2 |
FC_P |
RP11.461M2.2 |
2.478545 |
0.0000005 |
| 7.998123e+00 |
2.456517 |
0.4532655 |
5.402242 |
0.0000001 |
0.0000115 |
ENSG00000258162.1 |
RP11-315E17.1 |
FC_P |
RP11.315E17.1 |
2.456517 |
0.0000001 |
| 4.217041e+03 |
-2.432684 |
0.3288215 |
-7.381278 |
0.0000000 |
0.0000000 |
ENSG00000259803.2 |
SLC22A31 |
FC_P |
SLC22A31 |
-2.432684 |
0.0000000 |
| 4.387781e+00 |
2.431140 |
0.4857152 |
5.164646 |
0.0000002 |
0.0000291 |
ENSG00000233358.2 |
RP1-209A6.1 |
FC_P |
RP1.209A6.1 |
2.431140 |
0.0000002 |
| 5.698541e+01 |
2.423968 |
0.3550291 |
6.939605 |
0.0000000 |
0.0000000 |
ENSG00000228073.1 |
AC133106.2 |
FC_P |
AC133106.2 |
2.423968 |
0.0000000 |
| 1.111433e+01 |
2.400156 |
0.4015238 |
5.919881 |
0.0000000 |
0.0000013 |
ENSG00000252365.1 |
SNORD22 |
FC_P |
SNORD22 |
2.400156 |
0.0000000 |
| 8.098198e+00 |
2.396787 |
0.4007783 |
5.852712 |
0.0000000 |
0.0000018 |
ENSG00000255465.3 |
RP11-264E20.1 |
FC_P |
RP11.264E20.1 |
2.396787 |
0.0000000 |
| 1.186326e+01 |
-2.392555 |
0.4858690 |
-5.069842 |
0.0000004 |
0.0000423 |
ENSG00000256288.1 |
RP11-277P12.10 |
FC_P |
RP11.277P12.10 |
-2.392555 |
0.0000004 |
| 5.488338e+03 |
-2.384848 |
0.4762425 |
-4.912572 |
0.0000009 |
0.0000773 |
ENSG00000164265.4 |
SCGB3A2 |
FC_P |
SCGB3A2 |
-2.384848 |
0.0000009 |
| 1.225651e+03 |
-2.376766 |
0.3282488 |
-7.239266 |
0.0000000 |
0.0000000 |
ENSG00000110195.7 |
FOLR1 |
FC_P |
FOLR1 |
-2.376766 |
0.0000000 |
| 1.933385e+01 |
2.366707 |
0.4019254 |
5.903471 |
0.0000000 |
0.0000014 |
ENSG00000183671.8 |
GPR1 |
FC_P |
GPR1 |
2.366707 |
0.0000000 |
| 2.490769e+01 |
2.357796 |
0.3071271 |
3.946195 |
0.0000794 |
0.0019629 |
ENSG00000114638.3 |
UPK1B |
FC_P |
UPK1B |
2.357796 |
0.0000794 |
| 9.942546e+00 |
2.350478 |
0.4977219 |
4.781046 |
0.0000017 |
0.0001256 |
ENSG00000234257.1 |
SOD2P1 |
FC_P |
SOD2P1 |
2.350478 |
0.0000017 |
| 2.099978e+02 |
2.349124 |
0.2828459 |
8.265325 |
0.0000000 |
0.0000000 |
ENSG00000226674.4 |
TEX41 |
FC_P |
TEX41 |
2.349124 |
0.0000000 |
| 9.958836e+00 |
2.342077 |
0.4494404 |
5.224976 |
0.0000002 |
0.0000226 |
ENSG00000268053.1 |
CTC-344H19.6 |
FC_P |
CTC.344H19.6 |
2.342077 |
0.0000002 |
| 4.610169e+00 |
2.341139 |
0.4566466 |
5.138629 |
0.0000003 |
0.0000320 |
ENSG00000270160.1 |
RP11-264E20.2 |
FC_P |
RP11.264E20.2 |
2.341139 |
0.0000003 |
| 1.125173e+01 |
2.340613 |
0.4711577 |
4.764147 |
0.0000019 |
0.0001340 |
ENSG00000248837.1 |
RP11-412P11.1 |
FC_P |
RP11.412P11.1 |
2.340613 |
0.0000019 |
| 1.887680e+01 |
2.332277 |
0.4178825 |
5.646965 |
0.0000000 |
0.0000040 |
ENSG00000180785.8 |
OR51E1 |
FC_P |
OR51E1 |
2.332277 |
0.0000000 |
| 9.435161e+01 |
2.322566 |
0.5030797 |
3.520361 |
0.0004310 |
0.0063324 |
ENSG00000134757.4 |
DSG3 |
FC_P |
DSG3 |
2.322566 |
0.0004310 |
| 2.506854e+02 |
2.316234 |
0.4337856 |
5.543327 |
0.0000000 |
0.0000062 |
ENSG00000106236.3 |
NPTX2 |
FC_P |
NPTX2 |
2.316234 |
0.0000000 |
| 5.907840e+01 |
2.311068 |
0.4355514 |
5.237887 |
0.0000002 |
0.0000214 |
ENSG00000125285.4 |
SOX21 |
FC_P |
SOX21 |
2.311068 |
0.0000002 |
| 9.220039e+03 |
-2.309385 |
0.4917065 |
-5.671039 |
0.0000000 |
0.0000037 |
ENSG00000096088.12 |
PGC |
FC_P |
PGC |
-2.309385 |
0.0000000 |
| 3.569767e+00 |
2.294205 |
0.4732699 |
4.669650 |
0.0000030 |
0.0001881 |
ENSG00000253257.1 |
MTND4P7 |
FC_P |
MTND4P7 |
2.294205 |
0.0000030 |
| 4.437219e+02 |
-2.289458 |
0.4814100 |
-4.791446 |
0.0000017 |
0.0001218 |
ENSG00000078725.8 |
BRINP1 |
FC_P |
BRINP1 |
-2.289458 |
0.0000017 |
| 5.084426e+01 |
2.283251 |
0.3616751 |
6.449639 |
0.0000000 |
0.0000001 |
ENSG00000138435.10 |
CHRNA1 |
FC_P |
CHRNA1 |
2.283251 |
0.0000000 |
| 4.131516e+01 |
2.282490 |
0.4198733 |
5.278943 |
0.0000001 |
0.0000186 |
ENSG00000227640.2 |
SOX21-AS1 |
FC_P |
SOX21.AS1 |
2.282490 |
0.0000001 |
| 3.626056e+01 |
2.279822 |
0.3872608 |
6.033349 |
0.0000000 |
0.0000008 |
ENSG00000181211.1 |
HECW1-IT1 |
FC_P |
HECW1.IT1 |
2.279822 |
0.0000000 |
| 2.470736e+01 |
2.267670 |
0.3970820 |
5.678684 |
0.0000000 |
0.0000036 |
ENSG00000172156.3 |
CCL11 |
FC_P |
CCL11 |
2.267670 |
0.0000000 |
| 2.229380e+01 |
-2.265513 |
0.4935554 |
-5.085880 |
0.0000004 |
0.0000394 |
ENSG00000223784.1 |
RP11-554I8.2 |
FC_P |
RP11.554I8.2 |
-2.265513 |
0.0000004 |
| 6.001026e+01 |
2.252804 |
0.3973591 |
5.790225 |
0.0000000 |
0.0000023 |
ENSG00000006788.8 |
MYH13 |
FC_P |
MYH13 |
2.252804 |
0.0000000 |
| 3.135205e+01 |
2.247554 |
0.3656291 |
6.100956 |
0.0000000 |
0.0000006 |
ENSG00000261039.1 |
RP11-417E7.2 |
FC_P |
RP11.417E7.2 |
2.247554 |
0.0000000 |
| 8.306776e+01 |
-2.247382 |
0.4711635 |
-4.832835 |
0.0000013 |
0.0001041 |
ENSG00000183607.5 |
GKN2 |
FC_P |
GKN2 |
-2.247382 |
0.0000013 |
| 1.024752e+04 |
2.239805 |
0.3454676 |
6.448853 |
0.0000000 |
0.0000001 |
ENSG00000111799.16 |
COL12A1 |
FC_P |
COL12A1 |
2.239805 |
0.0000000 |
| 1.480568e+01 |
2.228556 |
0.4581424 |
4.799246 |
0.0000016 |
0.0001179 |
ENSG00000205212.3 |
CCDC144NL |
FC_P |
CCDC144NL |
2.228556 |
0.0000016 |
| 2.063997e+01 |
2.222814 |
0.3802513 |
5.778862 |
0.0000000 |
0.0000024 |
ENSG00000223485.1 |
RP11-417E7.1 |
FC_P |
RP11.417E7.1 |
2.222814 |
0.0000000 |
| 2.106505e+03 |
-2.220860 |
0.3636988 |
-6.085214 |
0.0000000 |
0.0000007 |
ENSG00000153446.11 |
C16orf89 |
FC_P |
C16orf89 |
-2.220860 |
0.0000000 |
| 7.686817e+00 |
2.217684 |
0.4311008 |
4.783421 |
0.0000017 |
0.0001251 |
ENSG00000224173.1 |
AC007422.1 |
FC_P |
AC007422.1 |
2.217684 |
0.0000017 |
| 1.677209e+02 |
2.216544 |
0.3592180 |
6.179232 |
0.0000000 |
0.0000005 |
ENSG00000196460.8 |
RFX8 |
FC_P |
RFX8 |
2.216544 |
0.0000000 |
| 1.950384e+00 |
2.207120 |
0.4855367 |
4.504662 |
0.0000066 |
0.0003276 |
ENSG00000225811.1 |
RP11-547I7.1 |
FC_P |
RP11.547I7.1 |
2.207120 |
0.0000066 |
| 7.987036e+01 |
-2.197739 |
0.4633436 |
-4.647219 |
0.0000034 |
0.0002040 |
ENSG00000254872.2 |
RP13-870H17.3 |
FC_P |
RP13.870H17.3 |
-2.197739 |
0.0000034 |
| 1.033591e+01 |
2.195211 |
0.4678897 |
5.126861 |
0.0000003 |
0.0000336 |
ENSG00000136535.10 |
TBR1 |
FC_P |
TBR1 |
2.195211 |
0.0000003 |
| 1.521901e+01 |
-2.194363 |
0.4697889 |
-4.725241 |
0.0000023 |
0.0001526 |
ENSG00000160339.11 |
FCN2 |
FC_P |
FCN2 |
-2.194363 |
0.0000023 |
| 2.225191e+01 |
2.189923 |
0.4217611 |
5.367369 |
0.0000001 |
0.0000132 |
ENSG00000249378.1 |
LINC01060 |
FC_P |
LINC01060 |
2.189923 |
0.0000001 |
| 4.054495e+03 |
-2.189554 |
0.4412982 |
-4.951077 |
0.0000007 |
0.0000667 |
ENSG00000187134.8 |
AKR1C1 |
FC_P |
AKR1C1 |
-2.189554 |
0.0000007 |
| 1.316624e+01 |
2.188548 |
0.3749933 |
5.865388 |
0.0000000 |
0.0000017 |
ENSG00000147145.8 |
LPAR4 |
FC_P |
LPAR4 |
2.188548 |
0.0000000 |
| 3.394053e+02 |
2.181681 |
0.3723500 |
5.807798 |
0.0000000 |
0.0000022 |
ENSG00000152377.8 |
SPOCK1 |
FC_P |
SPOCK1 |
2.181681 |
0.0000000 |
| 3.458778e+01 |
-2.180275 |
0.4611739 |
-4.565480 |
0.0000050 |
0.0002700 |
ENSG00000236242.1 |
MYO16-AS1 |
FC_P |
MYO16.AS1 |
-2.180275 |
0.0000050 |
| 2.094386e+01 |
2.178625 |
0.4880944 |
5.308163 |
0.0000001 |
0.0000168 |
ENSG00000154162.9 |
CDH12 |
FC_P |
CDH12 |
2.178625 |
0.0000001 |
| 2.506915e+00 |
2.175533 |
0.4545993 |
4.602971 |
0.0000042 |
0.0002387 |
ENSG00000267057.1 |
RP11-456O19.2 |
FC_P |
RP11.456O19.2 |
2.175533 |
0.0000042 |
| 1.061834e+01 |
2.162642 |
0.4073773 |
5.292260 |
0.0000001 |
0.0000176 |
ENSG00000236857.3 |
RP11-503K16.2 |
FC_P |
RP11.503K16.2 |
2.162642 |
0.0000001 |
| 7.353497e+00 |
2.159691 |
0.3608171 |
5.912765 |
0.0000000 |
0.0000013 |
ENSG00000251756.1 |
RNA5SP385 |
FC_P |
RNA5SP385 |
2.159691 |
0.0000000 |
| 2.814973e+03 |
-2.155948 |
0.3420383 |
-6.357094 |
0.0000000 |
0.0000002 |
ENSG00000162551.9 |
ALPL |
FC_P |
ALPL |
-2.155948 |
0.0000000 |
| 4.357097e+02 |
-2.155729 |
0.4336485 |
-4.998878 |
0.0000006 |
0.0000562 |
ENSG00000130234.6 |
ACE2 |
FC_P |
ACE2 |
-2.155729 |
0.0000006 |
| 4.123281e+01 |
2.153215 |
0.4136499 |
5.181757 |
0.0000002 |
0.0000268 |
ENSG00000187546.9 |
AGMO |
FC_P |
AGMO |
2.153215 |
0.0000002 |
| 1.692727e+01 |
2.146463 |
0.4369202 |
4.849280 |
0.0000012 |
0.0000991 |
ENSG00000140557.7 |
ST8SIA2 |
FC_P |
ST8SIA2 |
2.146463 |
0.0000012 |
| 3.381668e+00 |
2.138464 |
0.4661688 |
4.400423 |
0.0000108 |
0.0004696 |
ENSG00000270058.1 |
RP11-514D23.3 |
FC_P |
RP11.514D23.3 |
2.138464 |
0.0000108 |
| 2.149554e+02 |
-2.138047 |
0.3505118 |
-6.165692 |
0.0000000 |
0.0000005 |
ENSG00000166823.5 |
MESP1 |
FC_P |
MESP1 |
-2.138047 |
0.0000000 |
| 1.951839e+02 |
-2.133977 |
0.4592704 |
-4.563709 |
0.0000050 |
0.0002711 |
ENSG00000134216.14 |
CHIA |
FC_P |
CHIA |
-2.133977 |
0.0000050 |
| 1.678809e+01 |
2.130520 |
0.3917952 |
5.399256 |
0.0000001 |
0.0000116 |
ENSG00000229720.1 |
RP3-495K2.2 |
FC_P |
RP3.495K2.2 |
2.130520 |
0.0000001 |
| 1.760878e+02 |
2.123271 |
0.3204636 |
6.633649 |
0.0000000 |
0.0000001 |
ENSG00000271811.1 |
RP1-79C4.4 |
FC_P |
RP1.79C4.4 |
2.123271 |
0.0000000 |
| 1.290192e+02 |
2.122422 |
0.4096057 |
5.248492 |
0.0000002 |
0.0000205 |
ENSG00000155886.7 |
SLC24A2 |
FC_P |
SLC24A2 |
2.122422 |
0.0000002 |
| 3.945995e+04 |
-2.120268 |
0.5010524 |
-4.298868 |
0.0000172 |
0.0006547 |
ENSG00000161055.3 |
SCGB3A1 |
FC_P |
SCGB3A1 |
-2.120268 |
0.0000172 |
| 2.079858e+03 |
2.119308 |
0.4396303 |
4.790849 |
0.0000017 |
0.0001220 |
ENSG00000166923.6 |
GREM1 |
FC_P |
GREM1 |
2.119308 |
0.0000017 |
| 2.453865e+02 |
2.116091 |
0.2163756 |
9.765045 |
0.0000000 |
0.0000000 |
ENSG00000235531.5 |
RP11-383H13.1 |
FC_P |
RP11.383H13.1 |
2.116091 |
0.0000000 |
| 1.787521e+02 |
2.112770 |
0.3316345 |
6.295440 |
0.0000000 |
0.0000003 |
ENSG00000261425.1 |
RP11-709B3.2 |
FC_P |
RP11.709B3.2 |
2.112770 |
0.0000000 |
| 1.298746e+02 |
-2.112450 |
0.4236110 |
-4.955374 |
0.0000007 |
0.0000660 |
ENSG00000149435.8 |
GGTLC1 |
FC_P |
GGTLC1 |
-2.112450 |
0.0000007 |
| 3.168742e+02 |
2.109450 |
0.4726325 |
4.433305 |
0.0000093 |
0.0004194 |
ENSG00000270597.1 |
IGHV3-48 |
FC_P |
IGHV3.48 |
2.109450 |
0.0000093 |
| 5.749615e+01 |
2.101717 |
0.3860959 |
5.529237 |
0.0000000 |
0.0000066 |
ENSG00000204866.4 |
IGFL2 |
FC_P |
IGFL2 |
2.101717 |
0.0000000 |
| 2.120834e+00 |
2.097159 |
0.4887251 |
4.276831 |
0.0000190 |
0.0007051 |
ENSG00000238202.1 |
AC002465.2 |
FC_P |
AC002465.2 |
2.097159 |
0.0000190 |
| 1.734527e+01 |
2.096525 |
0.3371800 |
6.211210 |
0.0000000 |
0.0000004 |
ENSG00000241942.2 |
RPS20P20 |
FC_P |
RPS20P20 |
2.096525 |
0.0000000 |
| 4.743236e+01 |
2.094334 |
0.3469510 |
6.010647 |
0.0000000 |
0.0000009 |
ENSG00000255311.1 |
RP11-160H12.2 |
FC_P |
RP11.160H12.2 |
2.094334 |
0.0000000 |
| 3.047785e+00 |
2.093679 |
0.4848868 |
4.281024 |
0.0000186 |
0.0006960 |
ENSG00000234519.1 |
RP3-495K2.1 |
FC_P |
RP3.495K2.1 |
2.093679 |
0.0000186 |
| 8.409952e+00 |
2.092551 |
0.4957340 |
4.299200 |
0.0000171 |
0.0006547 |
ENSG00000268580.1 |
RP11-514A9.1 |
FC_P |
RP11.514A9.1 |
2.092551 |
0.0000171 |
| 3.194752e+00 |
2.090153 |
0.4206772 |
4.804394 |
0.0000016 |
0.0001158 |
ENSG00000264838.1 |
AP003305.1 |
FC_P |
AP003305.1 |
2.090153 |
0.0000016 |
| 2.133358e+00 |
2.077162 |
0.5015148 |
4.175187 |
0.0000298 |
0.0009775 |
ENSG00000224932.1 |
AC107399.2 |
FC_P |
AC107399.2 |
2.077162 |
0.0000298 |
| 1.544109e+02 |
2.073299 |
0.3999376 |
5.000625 |
0.0000006 |
0.0000560 |
ENSG00000139292.8 |
LGR5 |
FC_P |
LGR5 |
2.073299 |
0.0000006 |
| 1.882769e+02 |
-2.072491 |
0.4451086 |
-4.557522 |
0.0000052 |
0.0002765 |
ENSG00000116183.6 |
PAPPA2 |
FC_P |
PAPPA2 |
-2.072491 |
0.0000052 |
| 3.121130e+01 |
2.071562 |
0.3868603 |
5.326675 |
0.0000001 |
0.0000155 |
ENSG00000235784.2 |
HNRNPA1P29 |
FC_P |
HNRNPA1P29 |
2.071562 |
0.0000001 |
| 1.631935e+04 |
-2.061623 |
0.3418241 |
-6.022795 |
0.0000000 |
0.0000008 |
ENSG00000131400.3 |
NAPSA |
FC_P |
NAPSA |
-2.061623 |
0.0000000 |
| 1.106924e+01 |
2.058248 |
0.3976349 |
5.138573 |
0.0000003 |
0.0000320 |
ENSG00000260832.1 |
CTD-3253I12.1 |
FC_P |
CTD.3253I12.1 |
2.058248 |
0.0000003 |
| 1.133117e+03 |
-2.057015 |
0.3984525 |
-5.112513 |
0.0000003 |
0.0000357 |
ENSG00000144331.14 |
ZNF385B |
FC_P |
ZNF385B |
-2.057015 |
0.0000003 |
| 2.012311e+01 |
2.055935 |
0.3252615 |
6.321256 |
0.0000000 |
0.0000002 |
ENSG00000257467.1 |
RP11-121G22.3 |
FC_P |
RP11.121G22.3 |
2.055935 |
0.0000000 |
| 1.565484e+02 |
2.055794 |
0.4392295 |
5.153993 |
0.0000003 |
0.0000302 |
ENSG00000248810.1 |
RP11-362F19.1 |
FC_P |
RP11.362F19.1 |
2.055794 |
0.0000003 |
| 6.330544e+00 |
-2.046799 |
0.4761282 |
-4.188854 |
0.0000280 |
0.0009362 |
ENSG00000199687.1 |
RNU1-38P |
FC_P |
RNU1.38P |
-2.046799 |
0.0000280 |
| 7.981835e+02 |
2.038297 |
0.4031244 |
5.037420 |
0.0000005 |
0.0000484 |
ENSG00000172061.7 |
LRRC15 |
FC_P |
LRRC15 |
2.038297 |
0.0000005 |
| 3.140975e+01 |
2.037127 |
0.4477999 |
5.160263 |
0.0000002 |
0.0000295 |
ENSG00000176177.9 |
ENTHD1 |
FC_P |
ENTHD1 |
2.037127 |
0.0000002 |
| 2.513557e+00 |
2.036646 |
0.4809516 |
4.027302 |
0.0000564 |
0.0015340 |
ENSG00000252960.1 |
RN7SKP258 |
FC_P |
RN7SKP258 |
2.036646 |
0.0000564 |
| 7.631467e+00 |
2.035883 |
0.3977353 |
5.080448 |
0.0000004 |
0.0000402 |
ENSG00000248730.1 |
EGFLAM-AS4 |
FC_P |
EGFLAM.AS4 |
2.035883 |
0.0000004 |
| 4.235775e+02 |
-2.033415 |
0.4684187 |
-4.707338 |
0.0000025 |
0.0001624 |
ENSG00000162006.5 |
MSLNL |
FC_P |
MSLNL |
-2.033415 |
0.0000025 |
| 6.203193e+00 |
2.030889 |
0.4518481 |
4.620106 |
0.0000038 |
0.0002232 |
ENSG00000227972.1 |
PRKRIRP3 |
FC_P |
PRKRIRP3 |
2.030889 |
0.0000038 |
| 1.022620e+02 |
2.026062 |
0.3760071 |
5.367675 |
0.0000001 |
0.0000132 |
ENSG00000140873.11 |
ADAMTS18 |
FC_P |
ADAMTS18 |
2.026062 |
0.0000001 |
| 6.985192e+02 |
2.024818 |
0.3452157 |
5.923695 |
0.0000000 |
0.0000013 |
ENSG00000140285.5 |
FGF7 |
FC_P |
FGF7 |
2.024818 |
0.0000000 |
| 1.454041e+02 |
2.021982 |
0.3815566 |
5.706063 |
0.0000000 |
0.0000033 |
ENSG00000198796.6 |
ALPK2 |
FC_P |
ALPK2 |
2.021982 |
0.0000000 |
| 1.938031e+01 |
2.021395 |
0.4450648 |
4.286507 |
0.0000182 |
0.0006825 |
ENSG00000172020.8 |
GAP43 |
FC_P |
GAP43 |
2.021395 |
0.0000182 |
| 5.578032e+01 |
2.018014 |
0.3153955 |
6.538233 |
0.0000000 |
0.0000001 |
ENSG00000254141.1 |
RP11-642D21.1 |
FC_P |
RP11.642D21.1 |
2.018014 |
0.0000000 |
| 2.006632e+01 |
-2.016221 |
0.4658165 |
-4.373705 |
0.0000122 |
0.0005100 |
ENSG00000238129.1 |
RP3-410C9.2 |
FC_P |
RP3.410C9.2 |
-2.016221 |
0.0000122 |
| 4.110036e+01 |
2.014728 |
0.4126117 |
4.846195 |
0.0000013 |
0.0000996 |
ENSG00000264424.1 |
MYH4 |
FC_P |
MYH4 |
2.014728 |
0.0000013 |
| 4.796366e+02 |
2.013829 |
0.4464127 |
4.634523 |
0.0000036 |
0.0002132 |
ENSG00000197301.3 |
RP11-366L20.2 |
FC_P |
RP11.366L20.2 |
2.013829 |
0.0000036 |
| 1.160020e+01 |
2.013720 |
0.3852257 |
5.123695 |
0.0000003 |
0.0000339 |
ENSG00000257835.1 |
RP1-97G4.1 |
FC_P |
RP1.97G4.1 |
2.013720 |
0.0000003 |
| 4.919609e+01 |
2.009160 |
0.3497751 |
5.722716 |
0.0000000 |
0.0000031 |
ENSG00000250979.1 |
RP11-656G20.1 |
FC_P |
RP11.656G20.1 |
2.009160 |
0.0000000 |
| 5.642299e+00 |
2.007967 |
0.4351011 |
4.496229 |
0.0000069 |
0.0003373 |
ENSG00000249002.2 |
RP11-358D17.1 |
FC_P |
RP11.358D17.1 |
2.007967 |
0.0000069 |
| 3.561952e+02 |
-2.006176 |
0.3904788 |
-5.273065 |
0.0000001 |
0.0000189 |
ENSG00000137709.5 |
POU2F3 |
FC_P |
POU2F3 |
-2.006176 |
0.0000001 |
| 1.455849e+01 |
2.004521 |
0.3538434 |
5.553408 |
0.0000000 |
0.0000060 |
ENSG00000267976.1 |
AP000695.1 |
FC_P |
AP000695.1 |
2.004521 |
0.0000000 |
| 4.460057e+00 |
2.003158 |
0.4253608 |
4.628817 |
0.0000037 |
0.0002174 |
ENSG00000219149.4 |
RP11-214N16.2 |
FC_P |
RP11.214N16.2 |
2.003158 |
0.0000037 |
| 1.578828e+02 |
-2.001891 |
0.4731295 |
-4.262294 |
0.0000202 |
0.0007374 |
ENSG00000214856.7 |
KRT16P1 |
FC_P |
KRT16P1 |
-2.001891 |
0.0000202 |
| 3.189104e+01 |
-1.999823 |
0.4563880 |
-4.398698 |
0.0000109 |
0.0004718 |
ENSG00000256969.1 |
RP11-320N7.2 |
FC_P |
RP11.320N7.2 |
-1.999823 |
0.0000109 |
| 1.047687e+01 |
1.998082 |
0.3967055 |
4.939518 |
0.0000008 |
0.0000693 |
ENSG00000206129.3 |
CTD-2008L17.2 |
FC_P |
CTD.2008L17.2 |
1.998082 |
0.0000008 |
| 1.565883e+01 |
1.997523 |
0.4282409 |
4.687335 |
0.0000028 |
0.0001752 |
ENSG00000269729.1 |
AC006262.4 |
FC_P |
AC006262.4 |
1.997523 |
0.0000028 |
| 2.129264e+00 |
-1.994031 |
0.4919320 |
-4.045253 |
0.0000523 |
0.0014547 |
ENSG00000237736.1 |
U82670.4 |
FC_P |
U82670.4 |
-1.994031 |
0.0000523 |
| 2.699970e+01 |
1.992843 |
0.3715440 |
5.392477 |
0.0000001 |
0.0000119 |
ENSG00000125414.14 |
MYH2 |
FC_P |
MYH2 |
1.992843 |
0.0000001 |
| 1.728521e+01 |
1.990319 |
0.4469574 |
4.372215 |
0.0000123 |
0.0005124 |
ENSG00000259518.1 |
RP11-597K23.2 |
FC_P |
RP11.597K23.2 |
1.990319 |
0.0000123 |
| 1.248054e+01 |
1.990218 |
0.4002871 |
5.093220 |
0.0000004 |
0.0000386 |
ENSG00000239119.1 |
RNU7-119P |
FC_P |
RNU7.119P |
1.990218 |
0.0000004 |
| 2.235047e+02 |
-1.985942 |
0.3210853 |
-6.124276 |
0.0000000 |
0.0000006 |
ENSG00000186493.7 |
C5orf38 |
FC_P |
C5orf38 |
-1.985942 |
0.0000000 |
| 1.052814e+01 |
1.984119 |
0.4531889 |
4.428345 |
0.0000095 |
0.0004276 |
ENSG00000232821.1 |
AC003986.6 |
FC_P |
AC003986.6 |
1.984119 |
0.0000095 |
| 8.144177e+00 |
1.983548 |
0.4105649 |
4.789345 |
0.0000017 |
0.0001222 |
ENSG00000205221.8 |
VIT |
FC_P |
VIT |
1.983548 |
0.0000017 |
| 1.996954e+01 |
1.982978 |
0.3950730 |
4.954547 |
0.0000007 |
0.0000662 |
ENSG00000135312.4 |
HTR1B |
FC_P |
HTR1B |
1.982978 |
0.0000007 |
| 5.086739e+03 |
-1.981489 |
0.4587420 |
-4.560211 |
0.0000051 |
0.0002737 |
ENSG00000102854.10 |
MSLN |
FC_P |
MSLN |
-1.981489 |
0.0000051 |
| 3.596240e+00 |
1.981137 |
0.4940496 |
3.688318 |
0.0002257 |
0.0040381 |
ENSG00000235690.2 |
CUBNP3 |
FC_P |
CUBNP3 |
1.981137 |
0.0002257 |
| 1.118685e+01 |
1.980457 |
0.5028325 |
4.403912 |
0.0000106 |
0.0004636 |
ENSG00000251129.1 |
RP11-734I18.1 |
FC_P |
RP11.734I18.1 |
1.980457 |
0.0000106 |
| 7.844710e+00 |
1.979272 |
0.4517187 |
4.342473 |
0.0000141 |
0.0005666 |
ENSG00000257228.1 |
RP11-413B19.2 |
FC_P |
RP11.413B19.2 |
1.979272 |
0.0000141 |
| 6.066636e+02 |
1.973520 |
0.4459381 |
4.728077 |
0.0000023 |
0.0001516 |
ENSG00000007908.11 |
SELE |
FC_P |
SELE |
1.973520 |
0.0000023 |
| 1.396606e+01 |
-1.972928 |
0.4317993 |
-4.529418 |
0.0000059 |
0.0003033 |
ENSG00000235836.1 |
AC124944.4 |
FC_P |
AC124944.4 |
-1.972928 |
0.0000059 |
| 4.907888e+00 |
1.972376 |
0.4093144 |
4.742580 |
0.0000021 |
0.0001449 |
ENSG00000261103.1 |
RP11-298D21.3 |
FC_P |
RP11.298D21.3 |
1.972376 |
0.0000021 |
| 2.698864e+03 |
1.972181 |
0.4718008 |
4.305312 |
0.0000167 |
0.0006385 |
ENSG00000060718.14 |
COL11A1 |
FC_P |
COL11A1 |
1.972181 |
0.0000167 |
| 4.447818e+02 |
-1.967668 |
0.4916436 |
-3.887694 |
0.0001012 |
0.0023231 |
ENSG00000223414.2 |
LINC00473 |
FC_P |
LINC00473 |
-1.967668 |
0.0001012 |
| 6.218876e+00 |
-1.967194 |
0.3986477 |
-4.823443 |
0.0000014 |
0.0001085 |
ENSG00000236887.1 |
RP11-389O22.5 |
FC_P |
RP11.389O22.5 |
-1.967194 |
0.0000014 |
| 2.971088e+00 |
1.966319 |
0.4863656 |
3.805729 |
0.0001414 |
0.0029234 |
ENSG00000231324.1 |
AP000696.2 |
FC_P |
AP000696.2 |
1.966319 |
0.0001414 |
| 1.768157e+01 |
1.965745 |
0.4315610 |
4.845775 |
0.0000013 |
0.0000996 |
ENSG00000264660.1 |
RP11-381P6.1 |
FC_P |
RP11.381P6.1 |
1.965745 |
0.0000013 |
| 6.558839e+01 |
-1.961485 |
0.4514084 |
-4.362646 |
0.0000128 |
0.0005275 |
ENSG00000233067.2 |
RP11-40F8.2 |
FC_P |
RP11.40F8.2 |
-1.961485 |
0.0000128 |
| 3.001469e+00 |
1.959067 |
0.4692267 |
4.205708 |
0.0000260 |
0.0008824 |
ENSG00000253746.1 |
RP11-527N22.2 |
FC_P |
RP11.527N22.2 |
1.959067 |
0.0000260 |
| 3.493446e+00 |
1.957117 |
0.4328621 |
4.403756 |
0.0000106 |
0.0004636 |
ENSG00000248698.1 |
LINC01085 |
FC_P |
LINC01085 |
1.957117 |
0.0000106 |
| 5.409571e+03 |
-1.956457 |
0.3795720 |
-5.157066 |
0.0000003 |
0.0000298 |
ENSG00000182795.12 |
C1orf116 |
FC_P |
C1orf116 |
-1.956457 |
0.0000003 |
| 1.249314e+02 |
-1.956181 |
0.4454745 |
-3.675773 |
0.0002371 |
0.0041939 |
ENSG00000147573.12 |
TRIM55 |
FC_P |
TRIM55 |
-1.956181 |
0.0002371 |
| 1.018293e+01 |
1.954408 |
0.4715544 |
3.992185 |
0.0000655 |
0.0017047 |
ENSG00000152910.14 |
CNTNAP4 |
FC_P |
CNTNAP4 |
1.954408 |
0.0000655 |
| 2.705269e+00 |
1.949760 |
0.4897405 |
3.900123 |
0.0000961 |
0.0022398 |
ENSG00000260701.1 |
RP11-449J10.1 |
FC_P |
RP11.449J10.1 |
1.949760 |
0.0000961 |
| 7.808433e+00 |
1.947559 |
0.4231996 |
4.582713 |
0.0000046 |
0.0002557 |
ENSG00000261568.1 |
RP11-524C21.2 |
FC_P |
RP11.524C21.2 |
1.947559 |
0.0000046 |
| 7.814688e+00 |
1.945145 |
0.3853301 |
5.015468 |
0.0000005 |
0.0000525 |
ENSG00000229854.1 |
RP11-524G24.2 |
FC_P |
RP11.524G24.2 |
1.945145 |
0.0000005 |
| 7.076130e+00 |
1.944360 |
0.4473287 |
4.454981 |
0.0000084 |
0.0003904 |
ENSG00000064218.4 |
DMRT3 |
FC_P |
DMRT3 |
1.944360 |
0.0000084 |
| 8.698383e+00 |
1.944283 |
0.4368485 |
4.634776 |
0.0000036 |
0.0002132 |
ENSG00000138675.12 |
FGF5 |
FC_P |
FGF5 |
1.944283 |
0.0000036 |
| 2.513474e+01 |
1.942902 |
0.4418872 |
4.580138 |
0.0000046 |
0.0002573 |
ENSG00000004846.12 |
ABCB5 |
FC_P |
ABCB5 |
1.942902 |
0.0000046 |
| 1.468510e+01 |
-1.941784 |
0.4206685 |
-4.607130 |
0.0000041 |
0.0002351 |
ENSG00000242640.1 |
RP11-302F12.1 |
FC_P |
RP11.302F12.1 |
-1.941784 |
0.0000041 |
| 3.929205e+02 |
-1.941293 |
0.3599581 |
-5.425558 |
0.0000001 |
0.0000103 |
ENSG00000025423.7 |
HSD17B6 |
FC_P |
HSD17B6 |
-1.941293 |
0.0000001 |
| 3.131499e+00 |
1.937358 |
0.4972667 |
3.946599 |
0.0000793 |
0.0019626 |
ENSG00000141668.5 |
CBLN2 |
FC_P |
CBLN2 |
1.937358 |
0.0000793 |
| 1.463588e+02 |
1.937311 |
0.3849379 |
4.971849 |
0.0000007 |
0.0000622 |
ENSG00000169213.6 |
RAB3B |
FC_P |
RAB3B |
1.937311 |
0.0000007 |
| 5.737157e+01 |
1.936138 |
0.2712039 |
7.153594 |
0.0000000 |
0.0000000 |
ENSG00000253811.1 |
CTD-2363C16.1 |
FC_P |
CTD.2363C16.1 |
1.936138 |
0.0000000 |
| 2.407985e+01 |
1.935471 |
0.4831363 |
3.978951 |
0.0000692 |
0.0017730 |
ENSG00000267013.1 |
CTD-2171N6.1 |
FC_P |
CTD.2171N6.1 |
1.935471 |
0.0000692 |
| 4.436683e+01 |
-1.935420 |
0.4814556 |
-4.042322 |
0.0000529 |
0.0014675 |
ENSG00000184735.5 |
DDX53 |
FC_P |
DDX53 |
-1.935420 |
0.0000529 |
| 2.809458e+00 |
1.934997 |
0.4470258 |
4.243879 |
0.0000220 |
0.0007808 |
ENSG00000201623.1 |
RNU6-923P |
FC_P |
RNU6.923P |
1.934997 |
0.0000220 |
| 1.070049e+02 |
1.933455 |
0.3862478 |
4.991336 |
0.0000006 |
0.0000577 |
ENSG00000230838.1 |
AC093850.2 |
FC_P |
AC093850.2 |
1.933455 |
0.0000006 |
| 4.270714e+00 |
1.933268 |
0.4251884 |
4.502025 |
0.0000067 |
0.0003300 |
ENSG00000234323.1 |
RP11-308N19.1 |
FC_P |
RP11.308N19.1 |
1.933268 |
0.0000067 |
| 8.320001e+00 |
-1.932171 |
0.4443281 |
-4.355509 |
0.0000133 |
0.0005402 |
ENSG00000206043.6 |
C18orf63 |
FC_P |
C18orf63 |
-1.932171 |
0.0000133 |
| 5.109351e+02 |
1.931337 |
0.2875923 |
6.795427 |
0.0000000 |
0.0000000 |
ENSG00000075213.6 |
SEMA3A |
FC_P |
SEMA3A |
1.931337 |
0.0000000 |
| 4.326193e+02 |
-1.930694 |
0.4451816 |
-4.322519 |
0.0000154 |
0.0006017 |
ENSG00000165186.9 |
PTCHD1 |
FC_P |
PTCHD1 |
-1.930694 |
0.0000154 |
| 2.240881e+00 |
1.929764 |
0.4757118 |
4.055313 |
0.0000501 |
0.0014081 |
ENSG00000228595.1 |
PAICSP2 |
FC_P |
PAICSP2 |
1.929764 |
0.0000501 |
| 3.316247e+00 |
1.926551 |
0.4865204 |
4.036202 |
0.0000543 |
0.0014975 |
ENSG00000250563.1 |
KNOP1P5 |
FC_P |
KNOP1P5 |
1.926551 |
0.0000543 |
| 1.782811e+02 |
-1.926171 |
0.4756416 |
-4.146424 |
0.0000338 |
0.0010698 |
ENSG00000004848.6 |
ARX |
FC_P |
ARX |
-1.926171 |
0.0000338 |
| 2.761094e+03 |
-1.922097 |
0.3656279 |
-5.259918 |
0.0000001 |
0.0000198 |
ENSG00000108551.4 |
RASD1 |
FC_P |
RASD1 |
-1.922097 |
0.0000001 |
| 1.377451e+02 |
-1.921644 |
0.4366592 |
-4.383700 |
0.0000117 |
0.0004980 |
ENSG00000174473.11 |
GALNTL6 |
FC_P |
GALNTL6 |
-1.921644 |
0.0000117 |
| 3.859033e+00 |
1.921099 |
0.4943122 |
4.165855 |
0.0000310 |
0.0010046 |
ENSG00000233569.1 |
RP11-500B12.1 |
FC_P |
RP11.500B12.1 |
1.921099 |
0.0000310 |
| 7.266267e+01 |
1.918977 |
0.4379873 |
4.820666 |
0.0000014 |
0.0001095 |
ENSG00000124875.5 |
CXCL6 |
FC_P |
CXCL6 |
1.918977 |
0.0000014 |
| 1.329358e+02 |
1.918573 |
0.4432469 |
4.415817 |
0.0000101 |
0.0004441 |
ENSG00000211658.2 |
IGLV3-27 |
FC_P |
IGLV3.27 |
1.918573 |
0.0000101 |
| 1.416023e+02 |
1.917588 |
0.3531442 |
5.871664 |
0.0000000 |
0.0000016 |
ENSG00000249835.2 |
VCAN-AS1 |
FC_P |
VCAN.AS1 |
1.917588 |
0.0000000 |
| 3.462151e+00 |
-1.915013 |
0.4676970 |
-4.177873 |
0.0000294 |
0.0009705 |
ENSG00000237964.3 |
AC068042.1 |
FC_P |
AC068042.1 |
-1.915013 |
0.0000294 |
| 3.500752e+04 |
-1.912986 |
0.3227477 |
-5.932067 |
0.0000000 |
0.0000012 |
ENSG00000157765.7 |
SLC34A2 |
FC_P |
SLC34A2 |
-1.912986 |
0.0000000 |
| 2.229606e+01 |
-1.911371 |
0.5031622 |
-5.794394 |
0.0000000 |
0.0000023 |
ENSG00000150201.10 |
FXYD4 |
FC_P |
FXYD4 |
-1.911371 |
0.0000000 |
| 6.530839e+00 |
1.910733 |
0.4581066 |
4.200094 |
0.0000267 |
0.0009014 |
ENSG00000251443.1 |
RP11-113I22.1 |
FC_P |
RP11.113I22.1 |
1.910733 |
0.0000267 |
| 2.607596e+00 |
1.907201 |
0.5038218 |
3.918417 |
0.0000891 |
0.0021329 |
ENSG00000218351.2 |
RPS3AP23 |
FC_P |
RPS3AP23 |
1.907201 |
0.0000891 |
| 3.513745e+00 |
1.903397 |
0.4996928 |
3.710384 |
0.0002069 |
0.0037902 |
ENSG00000228358.1 |
AC113617.1 |
FC_P |
AC113617.1 |
1.903397 |
0.0002069 |
| 2.639775e+00 |
1.903258 |
0.4983598 |
4.179773 |
0.0000292 |
0.0009667 |
ENSG00000229847.4 |
EMX2OS |
FC_P |
EMX2OS |
1.903258 |
0.0000292 |
| 3.575969e+02 |
-1.902834 |
0.4493509 |
-4.220145 |
0.0000244 |
0.0008406 |
ENSG00000188089.9 |
PLA2G4E |
FC_P |
PLA2G4E |
-1.902834 |
0.0000244 |
| 2.743970e+02 |
1.902335 |
0.3171507 |
5.999995 |
0.0000000 |
0.0000009 |
ENSG00000019549.4 |
SNAI2 |
FC_P |
SNAI2 |
1.902335 |
0.0000000 |
| 3.850121e+00 |
1.899117 |
0.4194202 |
4.477174 |
0.0000076 |
0.0003622 |
ENSG00000259744.1 |
RP11-138H8.6 |
FC_P |
RP11.138H8.6 |
1.899117 |
0.0000076 |
| 3.279456e+01 |
-1.896633 |
0.3783587 |
-4.976156 |
0.0000006 |
0.0000613 |
ENSG00000240541.2 |
TM4SF1-AS1 |
FC_P |
TM4SF1.AS1 |
-1.896633 |
0.0000006 |
| 4.040697e+02 |
1.896492 |
0.2934100 |
6.552604 |
0.0000000 |
0.0000001 |
ENSG00000198523.5 |
PLN |
FC_P |
PLN |
1.896492 |
0.0000000 |
| 7.678369e+00 |
1.890602 |
0.5036865 |
3.783855 |
0.0001544 |
0.0031109 |
ENSG00000113430.5 |
IRX4 |
FC_P |
IRX4 |
1.890602 |
0.0001544 |
| 1.888745e+01 |
1.888862 |
0.3639993 |
5.368782 |
0.0000001 |
0.0000132 |
ENSG00000273264.1 |
RP11-131L23.2 |
FC_P |
RP11.131L23.2 |
1.888862 |
0.0000001 |
| 1.531601e+01 |
1.887265 |
0.4119438 |
4.588180 |
0.0000045 |
0.0002524 |
ENSG00000225879.1 |
RP3-495K2.3 |
FC_P |
RP3.495K2.3 |
1.887265 |
0.0000045 |
| 4.538285e+02 |
-1.886985 |
0.3256959 |
-5.711626 |
0.0000000 |
0.0000032 |
ENSG00000214456.4 |
PLIN5 |
FC_P |
PLIN5 |
-1.886985 |
0.0000000 |
| 6.891955e+01 |
-1.886956 |
0.4418257 |
-4.295646 |
0.0000174 |
0.0006624 |
ENSG00000259541.1 |
RP11-778O17.4 |
FC_P |
RP11.778O17.4 |
-1.886956 |
0.0000174 |
| 4.470125e+01 |
-1.886729 |
0.3369256 |
-5.627334 |
0.0000000 |
0.0000044 |
ENSG00000260637.1 |
RP11-46C24.5 |
FC_P |
RP11.46C24.5 |
-1.886729 |
0.0000000 |
| 1.028215e+02 |
1.886690 |
0.3860519 |
5.355262 |
0.0000001 |
0.0000137 |
ENSG00000197614.6 |
MFAP5 |
FC_P |
MFAP5 |
1.886690 |
0.0000001 |
| 3.838742e+00 |
1.885543 |
0.4494835 |
4.167049 |
0.0000309 |
0.0010028 |
ENSG00000251399.1 |
RP11-234K19.1 |
FC_P |
RP11.234K19.1 |
1.885543 |
0.0000309 |
| 2.090004e+00 |
1.881998 |
0.4658007 |
3.831528 |
0.0001273 |
0.0027161 |
ENSG00000188269.4 |
OR7A5 |
FC_P |
OR7A5 |
1.881998 |
0.0001273 |
| 1.412913e+03 |
1.881522 |
0.3320227 |
5.684098 |
0.0000000 |
0.0000035 |
ENSG00000272761.1 |
RP11-572C15.6 |
FC_P |
RP11.572C15.6 |
1.881522 |
0.0000000 |
| 2.925340e+01 |
1.876569 |
0.2886119 |
6.483946 |
0.0000000 |
0.0000001 |
ENSG00000233821.1 |
ENOX1-AS1 |
FC_P |
ENOX1.AS1 |
1.876569 |
0.0000000 |
| 1.196219e+01 |
1.874210 |
0.4037510 |
4.574067 |
0.0000048 |
0.0002618 |
ENSG00000249605.1 |
CTC-218H9.1 |
FC_P |
CTC.218H9.1 |
1.874210 |
0.0000048 |
| 8.435522e+02 |
1.873890 |
0.4098625 |
4.426349 |
0.0000096 |
0.0004306 |
ENSG00000196611.4 |
MMP1 |
FC_P |
MMP1 |
1.873890 |
0.0000096 |
| 4.952131e+01 |
1.873332 |
0.3886437 |
4.885633 |
0.0000010 |
0.0000857 |
ENSG00000138650.7 |
PCDH10 |
FC_P |
PCDH10 |
1.873332 |
0.0000010 |
| 7.655277e+00 |
1.868010 |
0.4237700 |
4.382790 |
0.0000117 |
0.0004994 |
ENSG00000250433.1 |
CLSTN2-AS1 |
FC_P |
CLSTN2.AS1 |
1.868010 |
0.0000117 |
| 2.068964e+00 |
1.867822 |
0.4684975 |
3.891090 |
0.0000998 |
0.0022984 |
ENSG00000265317.1 |
AC103740.1 |
FC_P |
AC103740.1 |
1.867822 |
0.0000998 |
| 1.325839e+01 |
1.867179 |
0.3344891 |
5.552913 |
0.0000000 |
0.0000060 |
ENSG00000259432.1 |
RP11-37C7.2 |
FC_P |
RP11.37C7.2 |
1.867179 |
0.0000000 |
| 6.008914e+00 |
1.866589 |
0.4724644 |
4.461921 |
0.0000081 |
0.0003812 |
ENSG00000262745.1 |
CTD-2377D24.8 |
FC_P |
CTD.2377D24.8 |
1.866589 |
0.0000081 |
| 6.255828e+00 |
1.865339 |
0.4664870 |
3.715951 |
0.0002024 |
0.0037332 |
ENSG00000224547.1 |
AC023669.2 |
FC_P |
AC023669.2 |
1.865339 |
0.0002024 |
| 9.559614e+00 |
1.863349 |
0.4143254 |
4.617952 |
0.0000039 |
0.0002245 |
ENSG00000259285.1 |
CTD-2330J20.2 |
FC_P |
CTD.2330J20.2 |
1.863349 |
0.0000039 |
| 1.651715e+03 |
1.863270 |
0.2937023 |
6.332105 |
0.0000000 |
0.0000002 |
ENSG00000162692.6 |
VCAM1 |
FC_P |
VCAM1 |
1.863270 |
0.0000000 |
| 1.442268e+01 |
1.861331 |
0.5032624 |
3.919997 |
0.0000885 |
0.0021221 |
ENSG00000081138.9 |
CDH7 |
FC_P |
CDH7 |
1.861331 |
0.0000885 |
| 1.444545e+03 |
-1.858711 |
0.3347588 |
-5.424129 |
0.0000001 |
0.0000103 |
ENSG00000159228.8 |
CBR1 |
FC_P |
CBR1 |
-1.858711 |
0.0000001 |
| 1.108393e+03 |
-1.858169 |
0.3212696 |
-5.814715 |
0.0000000 |
0.0000021 |
ENSG00000170561.8 |
IRX2 |
FC_P |
IRX2 |
-1.858169 |
0.0000000 |
| 5.112319e+00 |
1.856368 |
0.4562803 |
3.913967 |
0.0000908 |
0.0021558 |
ENSG00000231098.1 |
AC008154.4 |
FC_P |
AC008154.4 |
1.856368 |
0.0000908 |
| 1.415880e+01 |
-1.855826 |
0.3887564 |
-4.640612 |
0.0000035 |
0.0002090 |
ENSG00000259757.1 |
RP11-129I19.2 |
FC_P |
RP11.129I19.2 |
-1.855826 |
0.0000035 |
| 3.794768e+00 |
1.854618 |
0.4995086 |
3.639918 |
0.0002727 |
0.0046276 |
ENSG00000227877.2 |
LINC00948 |
FC_P |
LINC00948 |
1.854618 |
0.0002727 |
| 3.963479e+00 |
1.850253 |
0.3791200 |
4.743785 |
0.0000021 |
0.0001445 |
ENSG00000259831.1 |
LINC00567 |
FC_P |
LINC00567 |
1.850253 |
0.0000021 |
| 2.015122e+01 |
1.849703 |
0.4836280 |
3.853250 |
0.0001166 |
0.0025570 |
ENSG00000265579.1 |
RP11-713C5.1 |
FC_P |
RP11.713C5.1 |
1.849703 |
0.0001166 |
| 1.755826e+03 |
1.849416 |
0.3577140 |
5.103877 |
0.0000003 |
0.0000367 |
ENSG00000137809.12 |
ITGA11 |
FC_P |
ITGA11 |
1.849416 |
0.0000003 |
| 1.940897e+03 |
1.849253 |
0.4307184 |
4.373599 |
0.0000122 |
0.0005100 |
ENSG00000099953.5 |
MMP11 |
FC_P |
MMP11 |
1.849253 |
0.0000122 |
| 9.029697e+00 |
1.847624 |
0.3850832 |
4.777521 |
0.0000018 |
0.0001273 |
ENSG00000265711.1 |
AL049871.1 |
FC_P |
AL049871.1 |
1.847624 |
0.0000018 |
| 1.504546e+01 |
-1.846350 |
0.4695844 |
-3.867184 |
0.0001101 |
0.0024701 |
ENSG00000248802.1 |
RP11-184M15.2 |
FC_P |
RP11.184M15.2 |
-1.846350 |
0.0001101 |
| 9.961949e+00 |
1.845684 |
0.4070325 |
4.478564 |
0.0000075 |
0.0003604 |
ENSG00000228539.1 |
RP11-526K17.2 |
FC_P |
RP11.526K17.2 |
1.845684 |
0.0000075 |
| 1.254532e+02 |
-1.843579 |
0.3873039 |
-4.936932 |
0.0000008 |
0.0000699 |
ENSG00000248738.2 |
RP11-87E22.2 |
FC_P |
RP11.87E22.2 |
-1.843579 |
0.0000008 |
| 1.110985e+01 |
1.843537 |
0.3706264 |
4.992242 |
0.0000006 |
0.0000575 |
ENSG00000216022.1 |
AC068062.1 |
FC_P |
AC068062.1 |
1.843537 |
0.0000006 |
| 3.891876e+02 |
-1.843498 |
0.3634675 |
-5.026368 |
0.0000005 |
0.0000501 |
ENSG00000188660.3 |
LINC00319 |
FC_P |
LINC00319 |
-1.843498 |
0.0000005 |
| 1.080262e+01 |
1.843322 |
0.3913214 |
4.801942 |
0.0000016 |
0.0001168 |
ENSG00000257859.1 |
RP11-266E14.1 |
FC_P |
RP11.266E14.1 |
1.843322 |
0.0000016 |
| 6.242904e+00 |
1.843059 |
0.4098198 |
4.473753 |
0.0000077 |
0.0003667 |
ENSG00000267712.1 |
RP11-456O19.4 |
FC_P |
RP11.456O19.4 |
1.843059 |
0.0000077 |
| 2.030972e+01 |
1.842741 |
0.3072919 |
6.016472 |
0.0000000 |
0.0000008 |
ENSG00000253317.1 |
RP11-142A23.1 |
FC_P |
RP11.142A23.1 |
1.842741 |
0.0000000 |
| 1.248205e+02 |
-1.840716 |
0.4360339 |
-4.505007 |
0.0000066 |
0.0003275 |
ENSG00000259104.2 |
PTCSC3 |
FC_P |
PTCSC3 |
-1.840716 |
0.0000066 |
| 3.929601e+02 |
1.838617 |
0.3115213 |
5.884032 |
0.0000000 |
0.0000015 |
ENSG00000218336.3 |
TENM3 |
FC_P |
TENM3 |
1.838617 |
0.0000000 |
| 3.568017e+00 |
1.837156 |
0.4912737 |
3.686863 |
0.0002270 |
0.0040574 |
ENSG00000260003.1 |
RP11-279O17.2 |
FC_P |
RP11.279O17.2 |
1.837156 |
0.0002270 |
| 1.045953e+04 |
1.836608 |
0.3624108 |
5.033116 |
0.0000005 |
0.0000490 |
ENSG00000186340.10 |
THBS2 |
FC_P |
THBS2 |
1.836608 |
0.0000005 |
| 4.969319e+00 |
1.836319 |
0.4716733 |
4.347364 |
0.0000138 |
0.0005571 |
ENSG00000235180.1 |
LINC00601 |
FC_P |
LINC00601 |
1.836319 |
0.0000138 |
| 9.989617e+00 |
1.834229 |
0.4823893 |
3.510318 |
0.0004476 |
0.0065153 |
ENSG00000006128.7 |
TAC1 |
FC_P |
TAC1 |
1.834229 |
0.0004476 |
| 8.021432e+02 |
1.832445 |
0.3029243 |
6.021063 |
0.0000000 |
0.0000008 |
ENSG00000104415.9 |
WISP1 |
FC_P |
WISP1 |
1.832445 |
0.0000000 |
| 4.611380e+00 |
1.830308 |
0.4660805 |
3.815746 |
0.0001358 |
0.0028447 |
ENSG00000248266.1 |
RP11-402C9.1 |
FC_P |
RP11.402C9.1 |
1.830308 |
0.0001358 |
| 1.311831e+01 |
1.827736 |
0.4668014 |
4.057162 |
0.0000497 |
0.0014012 |
ENSG00000242948.1 |
EPS15P1 |
FC_P |
EPS15P1 |
1.827736 |
0.0000497 |
| 1.979341e+00 |
1.826577 |
0.4991542 |
3.479834 |
0.0005017 |
0.0070683 |
ENSG00000252489.1 |
RNU6-197P |
FC_P |
RNU6.197P |
1.826577 |
0.0005017 |
| 1.367560e+02 |
1.826244 |
0.3951933 |
4.583482 |
0.0000046 |
0.0002551 |
ENSG00000170558.4 |
CDH2 |
FC_P |
CDH2 |
1.826244 |
0.0000046 |
| 6.342260e+02 |
1.826214 |
0.4821043 |
3.933957 |
0.0000836 |
0.0020310 |
ENSG00000149948.9 |
HMGA2 |
FC_P |
HMGA2 |
1.826214 |
0.0000836 |
| 3.292903e+01 |
1.825393 |
0.3216652 |
5.695764 |
0.0000000 |
0.0000034 |
ENSG00000102468.6 |
HTR2A |
FC_P |
HTR2A |
1.825393 |
0.0000000 |
| 2.835073e+03 |
-1.824282 |
0.4936856 |
-3.756707 |
0.0001722 |
0.0033300 |
ENSG00000108602.13 |
ALDH3A1 |
FC_P |
ALDH3A1 |
-1.824282 |
0.0001722 |
| 6.984923e+01 |
1.824197 |
0.3630195 |
4.946205 |
0.0000008 |
0.0000677 |
ENSG00000215208.3 |
KRT18P60 |
FC_P |
KRT18P60 |
1.824197 |
0.0000008 |
| 3.626481e+01 |
1.821166 |
0.3036472 |
6.080619 |
0.0000000 |
0.0000007 |
ENSG00000238541.1 |
snoU13 |
FC_P |
snoU13 |
1.821166 |
0.0000000 |
| 7.347680e+01 |
1.819621 |
0.3946379 |
4.617133 |
0.0000039 |
0.0002250 |
ENSG00000179603.13 |
GRM8 |
FC_P |
GRM8 |
1.819621 |
0.0000039 |
| 7.170568e+02 |
1.817951 |
0.3931770 |
4.583700 |
0.0000046 |
0.0002551 |
ENSG00000211448.7 |
DIO2 |
FC_P |
DIO2 |
1.817951 |
0.0000046 |
| 7.143719e+03 |
1.817894 |
0.3458244 |
5.209168 |
0.0000002 |
0.0000239 |
ENSG00000137573.9 |
SULF1 |
FC_P |
SULF1 |
1.817894 |
0.0000002 |
| 3.719542e+00 |
1.815942 |
0.4806489 |
3.637742 |
0.0002750 |
0.0046542 |
ENSG00000237125.4 |
HAND2-AS1 |
FC_P |
HAND2.AS1 |
1.815942 |
0.0002750 |
| 2.691385e+01 |
1.815781 |
0.3935111 |
4.679697 |
0.0000029 |
0.0001810 |
ENSG00000227658.1 |
AC005160.3 |
FC_P |
AC005160.3 |
1.815781 |
0.0000029 |
| 1.538917e+01 |
1.815694 |
0.2787295 |
6.467849 |
0.0000000 |
0.0000001 |
ENSG00000240964.2 |
RN7SL751P |
FC_P |
RN7SL751P |
1.815694 |
0.0000000 |
| 2.160741e+01 |
1.812958 |
0.4613600 |
3.861029 |
0.0001129 |
0.0025107 |
ENSG00000259439.1 |
RP11-89K21.1 |
FC_P |
RP11.89K21.1 |
1.812958 |
0.0001129 |
| 4.571608e+01 |
1.812155 |
0.3378304 |
5.438269 |
0.0000001 |
0.0000097 |
ENSG00000253420.1 |
RP11-642D21.2 |
FC_P |
RP11.642D21.2 |
1.812155 |
0.0000001 |
| 1.647838e+05 |
-1.810318 |
0.4551536 |
-3.968671 |
0.0000723 |
0.0018325 |
ENSG00000168878.12 |
SFTPB |
FC_P |
SFTPB |
-1.810318 |
0.0000723 |
| 3.815895e+00 |
1.809861 |
0.4790291 |
4.423629 |
0.0000097 |
0.0004338 |
ENSG00000202142.1 |
SNORD114-18 |
FC_P |
SNORD114.18 |
1.809861 |
0.0000097 |
| 2.820257e+01 |
-1.808811 |
0.3300758 |
-5.523611 |
0.0000000 |
0.0000067 |
ENSG00000221142.1 |
AC104405.1 |
FC_P |
AC104405.1 |
-1.808811 |
0.0000000 |
| 9.943525e+00 |
1.808623 |
0.4360254 |
4.133527 |
0.0000357 |
0.0011184 |
ENSG00000266995.1 |
RP11-703I16.3 |
FC_P |
RP11.703I16.3 |
1.808623 |
0.0000357 |
| 3.264893e+02 |
1.807010 |
0.3082886 |
5.803652 |
0.0000000 |
0.0000022 |
ENSG00000158258.11 |
CLSTN2 |
FC_P |
CLSTN2 |
1.807010 |
0.0000000 |
| 5.942884e+01 |
1.806604 |
0.2966719 |
6.167175 |
0.0000000 |
0.0000005 |
ENSG00000267402.1 |
RP11-619L19.2 |
FC_P |
RP11.619L19.2 |
1.806604 |
0.0000000 |
| 2.003728e+00 |
1.804986 |
0.4886280 |
3.347581 |
0.0008152 |
0.0100688 |
ENSG00000232554.4 |
RSU1P2 |
FC_P |
RSU1P2 |
1.804986 |
0.0008152 |
| 8.350255e+00 |
1.801095 |
0.3864586 |
4.563933 |
0.0000050 |
0.0002711 |
ENSG00000270741.1 |
RP11-565F4.1 |
FC_P |
RP11.565F4.1 |
1.801095 |
0.0000050 |
| 9.662791e+00 |
1.800270 |
0.3566951 |
4.950366 |
0.0000007 |
0.0000668 |
ENSG00000224594.2 |
RPL29P19 |
FC_P |
RPL29P19 |
1.800270 |
0.0000007 |
| 9.935415e+01 |
-1.800008 |
0.3948549 |
-4.546206 |
0.0000055 |
0.0002863 |
ENSG00000220154.2 |
RP11-46B11.2 |
FC_P |
RP11.46B11.2 |
-1.800008 |
0.0000055 |
| 8.320257e+00 |
-1.799055 |
0.4089774 |
-4.406004 |
0.0000105 |
0.0004604 |
ENSG00000162399.6 |
BSND |
FC_P |
BSND |
-1.799055 |
0.0000105 |
| 2.657880e+00 |
1.797924 |
0.4552042 |
3.766389 |
0.0001656 |
0.0032425 |
ENSG00000249742.1 |
RP11-217E13.1 |
FC_P |
RP11.217E13.1 |
1.797924 |
0.0001656 |
| 2.482570e+02 |
1.797803 |
0.3170427 |
5.686363 |
0.0000000 |
0.0000035 |
ENSG00000153993.9 |
SEMA3D |
FC_P |
SEMA3D |
1.797803 |
0.0000000 |
| 2.648497e+00 |
1.797634 |
0.4937480 |
3.339395 |
0.0008396 |
0.0102791 |
ENSG00000155918.3 |
RAET1L |
FC_P |
RAET1L |
1.797634 |
0.0008396 |
| 1.570973e+00 |
1.797111 |
0.5020129 |
3.439213 |
0.0005834 |
0.0079395 |
ENSG00000241956.5 |
CTC-340A15.2 |
FC_P |
CTC.340A15.2 |
1.797111 |
0.0005834 |
| 2.754846e+00 |
1.797053 |
0.5012036 |
3.997905 |
0.0000639 |
0.0016773 |
ENSG00000270895.1 |
IGHG2 |
FC_P |
IGHG2 |
1.797053 |
0.0000639 |
| 1.919613e+03 |
1.794996 |
0.2959683 |
6.060462 |
0.0000000 |
0.0000007 |
ENSG00000116132.7 |
PRRX1 |
FC_P |
PRRX1 |
1.794996 |
0.0000000 |
| 5.681668e+00 |
1.793617 |
0.4616142 |
3.791081 |
0.0001500 |
0.0030453 |
ENSG00000162989.3 |
KCNJ3 |
FC_P |
KCNJ3 |
1.793617 |
0.0001500 |
| 5.567918e+01 |
-1.790499 |
0.3877571 |
-4.713708 |
0.0000024 |
0.0001591 |
ENSG00000217644.4 |
RP4-803A2.1 |
FC_P |
RP4.803A2.1 |
-1.790499 |
0.0000024 |
| 8.342677e+01 |
-1.788337 |
0.4014379 |
-4.570767 |
0.0000049 |
0.0002648 |
ENSG00000206557.5 |
TRIM71 |
FC_P |
TRIM71 |
-1.788337 |
0.0000049 |
| 1.084285e+01 |
-1.787589 |
0.5032887 |
-3.656325 |
0.0002559 |
0.0044232 |
ENSG00000237937.1 |
AP000770.1 |
FC_P |
AP000770.1 |
-1.787589 |
0.0002559 |
| 8.903716e+00 |
1.783274 |
0.3583748 |
4.873424 |
0.0000011 |
0.0000897 |
ENSG00000255342.1 |
RP11-762B21.5 |
FC_P |
RP11.762B21.5 |
1.783274 |
0.0000011 |
| 3.913139e+01 |
1.783072 |
0.3410618 |
5.224709 |
0.0000002 |
0.0000226 |
ENSG00000253932.1 |
RP11-10C8.2 |
FC_P |
RP11.10C8.2 |
1.783072 |
0.0000002 |
| 1.517124e+01 |
1.781751 |
0.4956366 |
4.091607 |
0.0000428 |
0.0012614 |
ENSG00000164651.12 |
SP8 |
FC_P |
SP8 |
1.781751 |
0.0000428 |
| 3.557186e+03 |
-1.781722 |
0.4067889 |
-4.373915 |
0.0000122 |
0.0005100 |
ENSG00000142973.8 |
CYP4B1 |
FC_P |
CYP4B1 |
-1.781722 |
0.0000122 |
| 2.161417e+03 |
-1.780842 |
0.4780996 |
-3.769554 |
0.0001635 |
0.0032134 |
ENSG00000021826.10 |
CPS1 |
FC_P |
CPS1 |
-1.780842 |
0.0001635 |
| 1.823556e+01 |
1.779761 |
0.4094366 |
4.440473 |
0.0000090 |
0.0004101 |
ENSG00000261327.3 |
RP11-863P13.3 |
FC_P |
RP11.863P13.3 |
1.779761 |
0.0000090 |
| 2.638314e+00 |
1.779180 |
0.4707500 |
3.683844 |
0.0002297 |
0.0040902 |
ENSG00000236332.1 |
AP001605.4 |
FC_P |
AP001605.4 |
1.779180 |
0.0002297 |
| 1.564496e+02 |
-1.778362 |
0.3313549 |
-5.366630 |
0.0000001 |
0.0000132 |
ENSG00000185924.6 |
RTN4RL1 |
FC_P |
RTN4RL1 |
-1.778362 |
0.0000001 |
| 5.696315e+01 |
1.777837 |
0.3825458 |
4.656142 |
0.0000032 |
0.0001970 |
ENSG00000268460.1 |
AC006262.6 |
FC_P |
AC006262.6 |
1.777837 |
0.0000032 |
| 5.524237e+00 |
1.777824 |
0.4109280 |
4.267790 |
0.0000197 |
0.0007263 |
ENSG00000250732.1 |
RPEP1 |
FC_P |
RPEP1 |
1.777824 |
0.0000197 |
| 9.312302e+01 |
1.776789 |
0.3454070 |
5.307232 |
0.0000001 |
0.0000168 |
ENSG00000248458.2 |
AL139147.1 |
FC_P |
AL139147.1 |
1.776789 |
0.0000001 |
| 3.353394e+00 |
1.776164 |
0.4406577 |
3.979888 |
0.0000689 |
0.0017696 |
ENSG00000250619.1 |
CTD-2215L10.1 |
FC_P |
CTD.2215L10.1 |
1.776164 |
0.0000689 |
| 7.352598e+00 |
1.775453 |
0.4488847 |
4.078764 |
0.0000453 |
0.0013085 |
ENSG00000267922.1 |
AC007193.6 |
FC_P |
AC007193.6 |
1.775453 |
0.0000453 |
| 8.608565e+01 |
1.773444 |
0.2926017 |
6.242816 |
0.0000000 |
0.0000003 |
ENSG00000231132.1 |
RP11-40C11.2 |
FC_P |
RP11.40C11.2 |
1.773444 |
0.0000000 |
| 2.147373e+00 |
1.772477 |
0.5014297 |
3.485362 |
0.0004915 |
0.0069841 |
ENSG00000227279.1 |
AC015933.2 |
FC_P |
AC015933.2 |
1.772477 |
0.0004915 |
| 1.779810e+00 |
1.771243 |
0.4923118 |
3.551635 |
0.0003828 |
0.0058257 |
ENSG00000251958.1 |
RNU6-1102P |
FC_P |
RNU6.1102P |
1.771243 |
0.0003828 |
| 7.339703e+00 |
-1.770624 |
0.4305965 |
-4.097197 |
0.0000418 |
0.0012390 |
ENSG00000264644.1 |
KRT18P8 |
FC_P |
KRT18P8 |
-1.770624 |
0.0000418 |
| 3.721859e+03 |
-1.770593 |
0.2708463 |
-6.528394 |
0.0000000 |
0.0000001 |
ENSG00000008853.12 |
RHOBTB2 |
FC_P |
RHOBTB2 |
-1.770593 |
0.0000000 |
| 6.042123e+00 |
1.769831 |
0.4233215 |
3.354960 |
0.0007938 |
0.0098666 |
ENSG00000252633.1 |
RN7SKP282 |
FC_P |
RN7SKP282 |
1.769831 |
0.0007938 |
| 1.026744e+03 |
-1.765181 |
0.2955667 |
-5.949123 |
0.0000000 |
0.0000011 |
ENSG00000235109.3 |
ZSCAN31 |
FC_P |
ZSCAN31 |
-1.765181 |
0.0000000 |
| 5.238940e+00 |
1.763965 |
0.4707602 |
3.571155 |
0.0003554 |
0.0055154 |
ENSG00000258537.1 |
FRMD6-AS2 |
FC_P |
FRMD6.AS2 |
1.763965 |
0.0003554 |
| 7.657710e+01 |
1.763840 |
0.2914040 |
6.096226 |
0.0000000 |
0.0000007 |
ENSG00000235279.1 |
RP11-539E19.2 |
FC_P |
RP11.539E19.2 |
1.763840 |
0.0000000 |
| 2.818653e+00 |
1.762171 |
0.4285156 |
4.128857 |
0.0000365 |
0.0011347 |
ENSG00000249951.1 |
RP11-554D13.1 |
FC_P |
RP11.554D13.1 |
1.762171 |
0.0000365 |
| 1.627531e+03 |
-1.761945 |
0.3514317 |
-5.034449 |
0.0000005 |
0.0000490 |
ENSG00000146477.4 |
SLC22A3 |
FC_P |
SLC22A3 |
-1.761945 |
0.0000005 |
| 4.009880e+00 |
-1.761739 |
0.4553428 |
-3.848519 |
0.0001188 |
0.0025963 |
ENSG00000253542.3 |
SDR16C6P |
FC_P |
SDR16C6P |
-1.761739 |
0.0001188 |
| 1.344270e+02 |
1.761455 |
0.3330707 |
5.294090 |
0.0000001 |
0.0000175 |
ENSG00000226445.1 |
XXyac-YX65C7_A.2 |
FC_P |
XXyac.YX65C7_A.2 |
1.761455 |
0.0000001 |
| 1.969578e+01 |
1.761081 |
0.4396561 |
4.286089 |
0.0000182 |
0.0006831 |
ENSG00000224394.1 |
GPC6-AS2 |
FC_P |
GPC6.AS2 |
1.761081 |
0.0000182 |
| 6.815139e+00 |
1.759877 |
0.4007685 |
4.369362 |
0.0000125 |
0.0005156 |
ENSG00000233143.1 |
AC009492.1 |
FC_P |
AC009492.1 |
1.759877 |
0.0000125 |
| 1.077705e+03 |
-1.759081 |
0.3930597 |
-4.488050 |
0.0000072 |
0.0003465 |
ENSG00000196208.9 |
GREB1 |
FC_P |
GREB1 |
-1.759081 |
0.0000072 |
| 6.835484e+03 |
1.757915 |
0.3364630 |
5.200558 |
0.0000002 |
0.0000248 |
ENSG00000101825.7 |
MXRA5 |
FC_P |
MXRA5 |
1.757915 |
0.0000002 |
| 3.049834e+00 |
1.757563 |
0.4525499 |
3.798534 |
0.0001456 |
0.0029923 |
ENSG00000146857.3 |
STRA8 |
FC_P |
STRA8 |
1.757563 |
0.0001456 |
| 3.885605e+02 |
1.757208 |
0.3437352 |
5.090489 |
0.0000004 |
0.0000388 |
ENSG00000145536.11 |
ADAMTS16 |
FC_P |
ADAMTS16 |
1.757208 |
0.0000004 |
| 8.134605e+01 |
-1.755613 |
0.4147815 |
-4.298870 |
0.0000172 |
0.0006547 |
ENSG00000253417.1 |
RP11-109J4.1 |
FC_P |
RP11.109J4.1 |
-1.755613 |
0.0000172 |
| 3.249434e+00 |
1.755272 |
0.4398205 |
4.121194 |
0.0000377 |
0.0011626 |
ENSG00000112077.11 |
RHAG |
FC_P |
RHAG |
1.755272 |
0.0000377 |
| 3.392295e+03 |
-1.751258 |
0.2708545 |
-6.462605 |
0.0000000 |
0.0000001 |
ENSG00000166347.14 |
CYB5A |
FC_P |
CYB5A |
-1.751258 |
0.0000000 |
| 3.238072e+00 |
1.750675 |
0.4846275 |
4.202700 |
0.0000264 |
0.0008926 |
ENSG00000255921.1 |
RP11-662I13.2 |
FC_P |
RP11.662I13.2 |
1.750675 |
0.0000264 |
| 2.244289e+01 |
1.749600 |
0.4917050 |
3.584423 |
0.0003378 |
0.0053376 |
ENSG00000270774.1 |
IGHV3-20 |
FC_P |
IGHV3.20 |
1.749600 |
0.0003378 |
| 3.077626e+03 |
-1.747302 |
0.3004827 |
-5.832048 |
0.0000000 |
0.0000020 |
ENSG00000189221.5 |
MAOA |
FC_P |
MAOA |
-1.747302 |
0.0000000 |
| 7.806226e+03 |
-1.745726 |
0.3752431 |
-4.673550 |
0.0000030 |
0.0001855 |
ENSG00000256612.3 |
CYP2B7P1 |
FC_P |
CYP2B7P1 |
-1.745726 |
0.0000030 |
| 3.128155e+01 |
-1.744089 |
0.4454221 |
-4.040855 |
0.0000533 |
0.0014724 |
ENSG00000165606.4 |
DRGX |
FC_P |
DRGX |
-1.744089 |
0.0000533 |
| 3.713868e+00 |
1.741460 |
0.4750713 |
3.820162 |
0.0001334 |
0.0028093 |
ENSG00000168505.6 |
GBX2 |
FC_P |
GBX2 |
1.741460 |
0.0001334 |
| 1.158710e+01 |
1.740338 |
0.4007991 |
4.311085 |
0.0000162 |
0.0006272 |
ENSG00000228680.1 |
AC004692.4 |
FC_P |
AC004692.4 |
1.740338 |
0.0000162 |
| 3.226922e+00 |
-1.739585 |
0.4892161 |
-3.588970 |
0.0003320 |
0.0052739 |
ENSG00000251448.1 |
RP11-71E19.2 |
FC_P |
RP11.71E19.2 |
-1.739585 |
0.0003320 |
| 5.065059e+00 |
1.737941 |
0.4413217 |
4.107580 |
0.0000400 |
0.0012075 |
ENSG00000201247.1 |
SNORD114-13 |
FC_P |
SNORD114.13 |
1.737941 |
0.0000400 |
| 1.309493e+02 |
1.737819 |
0.4403432 |
3.702355 |
0.0002136 |
0.0038783 |
ENSG00000211953.2 |
IGHV3-30 |
FC_P |
IGHV3.30 |
1.737819 |
0.0002136 |
| 1.722992e+01 |
1.737542 |
0.4183394 |
4.292878 |
0.0000176 |
0.0006672 |
ENSG00000260862.1 |
RP11-22H5.2 |
FC_P |
RP11.22H5.2 |
1.737542 |
0.0000176 |
| 4.594504e+00 |
1.737340 |
0.4028684 |
4.337499 |
0.0000144 |
0.0005728 |
ENSG00000252554.1 |
RNU6-861P |
FC_P |
RNU6.861P |
1.737340 |
0.0000144 |
| 3.141878e+00 |
1.735202 |
0.5039400 |
3.584292 |
0.0003380 |
0.0053376 |
ENSG00000249645.1 |
RP11-552M14.1 |
FC_P |
RP11.552M14.1 |
1.735202 |
0.0003380 |
| 2.717341e+00 |
1.735070 |
0.4775226 |
3.479057 |
0.0005032 |
0.0070809 |
ENSG00000253163.1 |
RP11-443C10.1 |
FC_P |
RP11.443C10.1 |
1.735070 |
0.0005032 |
| 4.583071e+00 |
-1.734951 |
0.4946754 |
-3.532148 |
0.0004122 |
0.0061226 |
ENSG00000230455.2 |
BMS1P14 |
FC_P |
BMS1P14 |
-1.734951 |
0.0004122 |
| 6.674702e+00 |
1.734000 |
0.5009139 |
3.660725 |
0.0002515 |
0.0043660 |
ENSG00000005073.5 |
HOXA11 |
FC_P |
HOXA11 |
1.734000 |
0.0002515 |
| 2.227722e+01 |
1.727494 |
0.4946120 |
3.481107 |
0.0004993 |
0.0070480 |
ENSG00000083782.3 |
EPYC |
FC_P |
EPYC |
1.727494 |
0.0004993 |
| 2.946642e+02 |
1.725061 |
0.3315463 |
5.274134 |
0.0000001 |
0.0000189 |
ENSG00000103742.7 |
IGDCC4 |
FC_P |
IGDCC4 |
1.725061 |
0.0000001 |
| 7.264950e+01 |
1.724894 |
0.2903943 |
5.986208 |
0.0000000 |
0.0000009 |
ENSG00000253456.1 |
CTD-2363C16.2 |
FC_P |
CTD.2363C16.2 |
1.724894 |
0.0000000 |
| 2.853363e+01 |
-1.723510 |
0.3914906 |
-4.374153 |
0.0000122 |
0.0005100 |
ENSG00000231445.1 |
TIMM8AP1 |
FC_P |
TIMM8AP1 |
-1.723510 |
0.0000122 |
| 7.054640e+02 |
1.723444 |
0.3890670 |
4.371213 |
0.0000124 |
0.0005139 |
ENSG00000121904.13 |
CSMD2 |
FC_P |
CSMD2 |
1.723444 |
0.0000124 |
| 1.124348e+01 |
1.723397 |
0.4289134 |
4.587694 |
0.0000045 |
0.0002526 |
ENSG00000201672.1 |
SNORD113-4 |
FC_P |
SNORD113.4 |
1.723397 |
0.0000045 |
| 2.846222e+00 |
1.723223 |
0.4608331 |
3.674477 |
0.0002383 |
0.0042133 |
ENSG00000241361.4 |
SLC25A24P1 |
FC_P |
SLC25A24P1 |
1.723223 |
0.0002383 |
| 6.664159e+00 |
1.721372 |
0.4141267 |
4.078008 |
0.0000454 |
0.0013108 |
ENSG00000254987.1 |
RP11-563P16.1 |
FC_P |
RP11.563P16.1 |
1.721372 |
0.0000454 |
| 1.120814e+01 |
1.721066 |
0.4861875 |
3.855173 |
0.0001156 |
0.0025504 |
ENSG00000156920.6 |
GPR112 |
FC_P |
GPR112 |
1.721066 |
0.0001156 |
| 5.696870e+00 |
1.720966 |
0.4684967 |
3.748275 |
0.0001781 |
0.0034228 |
ENSG00000260930.1 |
RP11-214L13.1 |
FC_P |
RP11.214L13.1 |
1.720966 |
0.0001781 |
| 8.977399e+00 |
1.717826 |
0.3905446 |
4.448666 |
0.0000086 |
0.0003991 |
ENSG00000253576.1 |
GS1-5L10.1 |
FC_P |
GS1.5L10.1 |
1.717826 |
0.0000086 |
| 1.799148e+02 |
-1.714262 |
0.4741490 |
-3.782287 |
0.0001554 |
0.0031111 |
ENSG00000111218.7 |
PRMT8 |
FC_P |
PRMT8 |
-1.714262 |
0.0001554 |
| 1.006191e+01 |
1.712776 |
0.4446907 |
4.671401 |
0.0000030 |
0.0001869 |
ENSG00000212384.1 |
SNORD113-2 |
FC_P |
SNORD113.2 |
1.712776 |
0.0000030 |
| 1.273362e+01 |
1.711156 |
0.4181515 |
4.757037 |
0.0000020 |
0.0001368 |
ENSG00000201700.2 |
SNORD113-3 |
FC_P |
SNORD113.3 |
1.711156 |
0.0000020 |
| 3.770407e+02 |
-1.710940 |
0.4835295 |
-3.815568 |
0.0001359 |
0.0028447 |
ENSG00000271438.1 |
IGHD |
FC_P |
IGHD |
-1.710940 |
0.0001359 |
| 3.045340e+00 |
1.710839 |
0.4887716 |
3.915376 |
0.0000903 |
0.0021510 |
ENSG00000167332.7 |
OR51E2 |
FC_P |
OR51E2 |
1.710839 |
0.0000903 |
| 2.591618e+00 |
1.710819 |
0.4222754 |
3.975875 |
0.0000701 |
0.0017887 |
ENSG00000230448.1 |
LINC00276 |
FC_P |
LINC00276 |
1.710819 |
0.0000701 |
| 1.986474e+01 |
-1.709945 |
0.4281417 |
-3.956063 |
0.0000762 |
0.0019096 |
ENSG00000229116.1 |
RP11-20J15.3 |
FC_P |
RP11.20J15.3 |
-1.709945 |
0.0000762 |
| 3.109717e+02 |
-1.706707 |
0.4054978 |
-3.942988 |
0.0000805 |
0.0019797 |
ENSG00000166183.11 |
ASPG |
FC_P |
ASPG |
-1.706707 |
0.0000805 |
| 1.576354e+01 |
-1.706622 |
0.4639239 |
-3.661835 |
0.0002504 |
0.0043552 |
ENSG00000261812.1 |
TUBB8P7 |
FC_P |
TUBB8P7 |
-1.706622 |
0.0002504 |
| 1.064261e+01 |
1.705288 |
0.4057903 |
4.199506 |
0.0000267 |
0.0009027 |
ENSG00000250334.1 |
LINC00989 |
FC_P |
LINC00989 |
1.705288 |
0.0000267 |
| 4.153042e+00 |
1.704267 |
0.4414941 |
3.815179 |
0.0001361 |
0.0028459 |
ENSG00000265488.1 |
AL359314.1 |
FC_P |
AL359314.1 |
1.704267 |
0.0001361 |
| 6.500905e+01 |
-1.702902 |
0.4330442 |
-3.961436 |
0.0000745 |
0.0018788 |
ENSG00000138308.5 |
PLA2G12B |
FC_P |
PLA2G12B |
-1.702902 |
0.0000745 |
| 8.755209e+00 |
1.699733 |
0.3792360 |
4.476941 |
0.0000076 |
0.0003622 |
ENSG00000257890.1 |
RP11-114F10.2 |
FC_P |
RP11.114F10.2 |
1.699733 |
0.0000076 |
| 1.677386e+02 |
1.698680 |
0.3132325 |
5.534466 |
0.0000000 |
0.0000064 |
ENSG00000123610.3 |
TNFAIP6 |
FC_P |
TNFAIP6 |
1.698680 |
0.0000000 |
| 7.233089e+00 |
1.698560 |
0.4535629 |
3.741394 |
0.0001830 |
0.0034929 |
ENSG00000122375.7 |
OPN4 |
FC_P |
OPN4 |
1.698560 |
0.0001830 |
| 3.686073e+01 |
1.697261 |
0.3507925 |
4.948227 |
0.0000007 |
0.0000672 |
ENSG00000231756.1 |
RP11-183I6.2 |
FC_P |
RP11.183I6.2 |
1.697261 |
0.0000007 |
| 1.288044e+01 |
1.696658 |
0.4315854 |
4.570784 |
0.0000049 |
0.0002648 |
ENSG00000251769.1 |
SNORD112 |
FC_P |
SNORD112 |
1.696658 |
0.0000049 |
| 1.214460e+01 |
1.696157 |
0.3942866 |
4.232965 |
0.0000231 |
0.0008059 |
ENSG00000221390.1 |
MIR1295A |
FC_P |
MIR1295A |
1.696157 |
0.0000231 |
| 4.212392e+00 |
1.695746 |
0.4083831 |
4.045704 |
0.0000522 |
0.0014530 |
ENSG00000222374.1 |
AC022021.1 |
FC_P |
AC022021.1 |
1.695746 |
0.0000522 |
| 3.748422e+01 |
-1.692764 |
0.3817577 |
-4.528715 |
0.0000059 |
0.0003036 |
ENSG00000253142.1 |
RP11-87E22.1 |
FC_P |
RP11.87E22.1 |
-1.692764 |
0.0000059 |
| 7.331320e+00 |
1.691339 |
0.3609108 |
4.625328 |
0.0000037 |
0.0002194 |
ENSG00000260089.2 |
ADAM3B |
FC_P |
ADAM3B |
1.691339 |
0.0000037 |
| 1.150643e+02 |
-1.690459 |
0.3564659 |
-4.725064 |
0.0000023 |
0.0001526 |
ENSG00000188883.4 |
KLRG2 |
FC_P |
KLRG2 |
-1.690459 |
0.0000023 |
| 9.490512e+00 |
1.688798 |
0.4098432 |
4.318531 |
0.0000157 |
0.0006095 |
ENSG00000250624.1 |
RP11-93M12.1 |
FC_P |
RP11.93M12.1 |
1.688798 |
0.0000157 |
| 1.882547e+00 |
1.687788 |
0.4580852 |
3.649803 |
0.0002624 |
0.0045101 |
ENSG00000220377.1 |
RP1-152L7.3 |
FC_P |
RP1.152L7.3 |
1.687788 |
0.0002624 |
| 2.043331e+00 |
1.687032 |
0.4960404 |
3.374247 |
0.0007402 |
0.0093792 |
ENSG00000261319.1 |
RP11-279O17.1 |
FC_P |
RP11.279O17.1 |
1.687032 |
0.0007402 |
| 4.635228e+01 |
1.686691 |
0.3746529 |
4.643971 |
0.0000034 |
0.0002066 |
ENSG00000250320.1 |
CTD-2269F5.1 |
FC_P |
CTD.2269F5.1 |
1.686691 |
0.0000034 |
| 1.368423e+02 |
1.686312 |
0.4816643 |
4.256783 |
0.0000207 |
0.0007487 |
ENSG00000270376.1 |
IGHV2-70 |
FC_P |
IGHV2.70 |
1.686312 |
0.0000207 |
| 3.603167e+01 |
1.685715 |
0.4531422 |
3.982086 |
0.0000683 |
0.0017569 |
ENSG00000255745.1 |
RP11-625L16.1 |
FC_P |
RP11.625L16.1 |
1.685715 |
0.0000683 |
| 2.299126e+01 |
-1.685193 |
0.4344342 |
-3.739685 |
0.0001843 |
0.0035079 |
ENSG00000249335.1 |
CTC-340D7.1 |
FC_P |
CTC.340D7.1 |
-1.685193 |
0.0001843 |
| 3.242657e+01 |
1.683446 |
0.3881102 |
4.274304 |
0.0000192 |
0.0007117 |
ENSG00000109061.9 |
MYH1 |
FC_P |
MYH1 |
1.683446 |
0.0000192 |
| 3.699219e+02 |
1.682675 |
0.3499383 |
4.802677 |
0.0000016 |
0.0001166 |
ENSG00000160161.5 |
CILP2 |
FC_P |
CILP2 |
1.682675 |
0.0000016 |
| 3.690583e+00 |
1.682483 |
0.4593832 |
4.130808 |
0.0000361 |
0.0011289 |
ENSG00000199942.1 |
SNORD114-19 |
FC_P |
SNORD114.19 |
1.682483 |
0.0000361 |
| 2.253704e+00 |
1.681750 |
0.4637245 |
3.636181 |
0.0002767 |
0.0046720 |
ENSG00000219284.2 |
RP11-151M7.1 |
FC_P |
RP11.151M7.1 |
1.681750 |
0.0002767 |
| 1.568466e+02 |
1.681620 |
0.4717930 |
3.590660 |
0.0003298 |
0.0052511 |
ENSG00000166342.14 |
NETO1 |
FC_P |
NETO1 |
1.681620 |
0.0003298 |
| 3.005680e+03 |
-1.681569 |
0.3849861 |
-4.396263 |
0.0000110 |
0.0004760 |
ENSG00000124107.5 |
SLPI |
FC_P |
SLPI |
-1.681569 |
0.0000110 |
| 4.801677e+00 |
1.680324 |
0.4272192 |
4.076063 |
0.0000458 |
0.0013188 |
ENSG00000253370.2 |
CTB-56J15.1 |
FC_P |
CTB.56J15.1 |
1.680324 |
0.0000458 |
| 1.422721e+01 |
1.678325 |
0.4594808 |
3.642892 |
0.0002696 |
0.0045972 |
ENSG00000226981.2 |
ABHD17AP6 |
FC_P |
ABHD17AP6 |
1.678325 |
0.0002696 |
| 3.121629e+01 |
1.677527 |
0.3595002 |
4.780071 |
0.0000018 |
0.0001260 |
ENSG00000213170.3 |
RP11-81B10.2 |
FC_P |
RP11.81B10.2 |
1.677527 |
0.0000018 |
| 6.063667e+00 |
1.677017 |
0.4901524 |
3.765344 |
0.0001663 |
0.0032455 |
ENSG00000260289.1 |
CTD-2535I10.1 |
FC_P |
CTD.2535I10.1 |
1.677017 |
0.0001663 |
| 3.065246e+00 |
1.676883 |
0.4211836 |
3.918313 |
0.0000892 |
0.0021329 |
ENSG00000205562.1 |
RP11-497E19.1 |
FC_P |
RP11.497E19.1 |
1.676883 |
0.0000892 |
| 1.443259e+02 |
1.676816 |
0.3425096 |
4.910810 |
0.0000009 |
0.0000777 |
ENSG00000248222.1 |
CTB-174D11.1 |
FC_P |
CTB.174D11.1 |
1.676816 |
0.0000009 |
| 1.927163e+01 |
1.676480 |
0.3205927 |
5.272745 |
0.0000001 |
0.0000189 |
ENSG00000251001.1 |
CTD-2193P3.1 |
FC_P |
CTD.2193P3.1 |
1.676480 |
0.0000001 |
| 2.218301e+02 |
1.676334 |
0.2576934 |
6.497810 |
0.0000000 |
0.0000001 |
ENSG00000180139.10 |
ACTA2-AS1 |
FC_P |
ACTA2.AS1 |
1.676334 |
0.0000000 |
| 1.692791e+03 |
1.676310 |
0.3111537 |
5.393809 |
0.0000001 |
0.0000119 |
ENSG00000206538.3 |
VGLL3 |
FC_P |
VGLL3 |
1.676310 |
0.0000001 |
| 9.134812e+00 |
1.675022 |
0.3954264 |
4.217735 |
0.0000247 |
0.0008474 |
ENSG00000226771.1 |
AP001136.2 |
FC_P |
AP001136.2 |
1.675022 |
0.0000247 |
| 6.096797e+02 |
-1.674763 |
0.3461731 |
-4.847954 |
0.0000012 |
0.0000992 |
ENSG00000125872.7 |
LRRN4 |
FC_P |
LRRN4 |
-1.674763 |
0.0000012 |
| 3.599143e+00 |
1.674137 |
0.4601509 |
3.602764 |
0.0003149 |
0.0051073 |
ENSG00000225269.2 |
LINC00705 |
FC_P |
LINC00705 |
1.674137 |
0.0003149 |
| 1.019923e+02 |
1.672974 |
0.2951710 |
5.699350 |
0.0000000 |
0.0000034 |
ENSG00000256721.1 |
CACNA1C-IT3 |
FC_P |
CACNA1C.IT3 |
1.672974 |
0.0000000 |
| 2.108059e+01 |
1.672690 |
0.3454285 |
4.889039 |
0.0000010 |
0.0000845 |
ENSG00000254163.1 |
CTC-340I23.2 |
FC_P |
CTC.340I23.2 |
1.672690 |
0.0000010 |
| 5.874726e+01 |
-1.672676 |
0.4134888 |
-4.000737 |
0.0000631 |
0.0016650 |
ENSG00000255692.1 |
RP1-127H14.3 |
FC_P |
RP1.127H14.3 |
-1.672676 |
0.0000631 |
| 1.847306e+01 |
1.672084 |
0.3127175 |
5.327118 |
0.0000001 |
0.0000155 |
ENSG00000227992.1 |
AC108463.2 |
FC_P |
AC108463.2 |
1.672084 |
0.0000001 |
| 1.720357e+03 |
1.671670 |
0.3234195 |
5.127347 |
0.0000003 |
0.0000336 |
ENSG00000151388.6 |
ADAMTS12 |
FC_P |
ADAMTS12 |
1.671670 |
0.0000003 |
| 2.787060e+02 |
-1.670001 |
0.4210494 |
-3.782948 |
0.0001550 |
0.0031111 |
ENSG00000171658.4 |
RP11-443P15.2 |
FC_P |
RP11.443P15.2 |
-1.670001 |
0.0001550 |
| 4.742276e+02 |
-1.669823 |
0.2943212 |
-5.737235 |
0.0000000 |
0.0000029 |
ENSG00000183840.5 |
GPR39 |
FC_P |
GPR39 |
-1.669823 |
0.0000000 |
| 2.528643e+00 |
1.669774 |
0.4903197 |
3.425041 |
0.0006147 |
0.0082407 |
ENSG00000249203.1 |
RP11-473L15.3 |
FC_P |
RP11.473L15.3 |
1.669774 |
0.0006147 |
| 7.373028e+00 |
1.668956 |
0.3597246 |
4.653484 |
0.0000033 |
0.0001986 |
ENSG00000207072.1 |
RNU6-39P |
FC_P |
RNU6.39P |
1.668956 |
0.0000033 |
| 6.809776e+00 |
-1.668201 |
0.5034580 |
-3.448746 |
0.0005632 |
0.0077162 |
ENSG00000213873.4 |
RP11-678D18.1 |
FC_P |
RP11.678D18.1 |
-1.668201 |
0.0005632 |
| 3.388343e+01 |
-1.667613 |
0.4746535 |
-3.564215 |
0.0003649 |
0.0056229 |
ENSG00000266968.1 |
RP11-116O18.1 |
FC_P |
RP11.116O18.1 |
-1.667613 |
0.0003649 |
| 4.604331e+03 |
-1.666729 |
0.3515916 |
-4.690691 |
0.0000027 |
0.0001735 |
ENSG00000165272.10 |
AQP3 |
FC_P |
AQP3 |
-1.666729 |
0.0000027 |
| 1.591994e+02 |
1.666544 |
0.3005773 |
5.642427 |
0.0000000 |
0.0000041 |
ENSG00000230630.1 |
DNM3OS |
FC_P |
DNM3OS |
1.666544 |
0.0000000 |
| 3.178982e+02 |
-1.664680 |
0.3998612 |
-4.466797 |
0.0000079 |
0.0003760 |
ENSG00000259974.2 |
LINC00261 |
FC_P |
LINC00261 |
-1.664680 |
0.0000079 |
| 4.539391e+01 |
-1.663113 |
0.3600873 |
-4.619832 |
0.0000038 |
0.0002232 |
ENSG00000264175.1 |
MIR3189 |
FC_P |
MIR3189 |
-1.663113 |
0.0000038 |
| 1.970363e+01 |
1.662253 |
0.2930578 |
5.657718 |
0.0000000 |
0.0000039 |
ENSG00000205644.5 |
CTD-2375G15.1 |
FC_P |
CTD.2375G15.1 |
1.662253 |
0.0000000 |
| 4.214507e+01 |
-1.661806 |
0.3691408 |
-4.381984 |
0.0000118 |
0.0004994 |
ENSG00000229196.3 |
RP11-775D22.2 |
FC_P |
RP11.775D22.2 |
-1.661806 |
0.0000118 |
| 2.571122e+00 |
1.661390 |
0.4528802 |
3.949189 |
0.0000784 |
0.0019488 |
ENSG00000201392.1 |
RNU6-1078P |
FC_P |
RNU6.1078P |
1.661390 |
0.0000784 |
| 5.551552e+01 |
-1.661031 |
0.3818427 |
-4.407712 |
0.0000104 |
0.0004573 |
ENSG00000267385.1 |
CTB-50L17.14 |
FC_P |
CTB.50L17.14 |
-1.661031 |
0.0000104 |
| 5.707860e+00 |
1.660252 |
0.3664008 |
4.475672 |
0.0000076 |
0.0003639 |
ENSG00000240752.1 |
RP11-588D3.1 |
FC_P |
RP11.588D3.1 |
1.660252 |
0.0000076 |
| 1.929295e+01 |
1.659747 |
0.4336823 |
3.853847 |
0.0001163 |
0.0025538 |
ENSG00000271127.1 |
LL22NC03-N64E9.1 |
FC_P |
LL22NC03.N64E9.1 |
1.659747 |
0.0001163 |
| 1.299068e+03 |
1.659023 |
0.3431725 |
4.832928 |
0.0000013 |
0.0001041 |
ENSG00000078098.9 |
FAP |
FC_P |
FAP |
1.659023 |
0.0000013 |
| 2.113373e+01 |
1.657448 |
0.3663388 |
4.524305 |
0.0000061 |
0.0003074 |
ENSG00000232046.2 |
AC007392.3 |
FC_P |
AC007392.3 |
1.657448 |
0.0000061 |
| 3.682418e+03 |
-1.656926 |
0.4293335 |
-4.280046 |
0.0000187 |
0.0006979 |
ENSG00000123838.6 |
C4BPA |
FC_P |
C4BPA |
-1.656926 |
0.0000187 |
| 1.961750e+03 |
-1.656846 |
0.2724524 |
-6.055110 |
0.0000000 |
0.0000007 |
ENSG00000170412.12 |
GPRC5C |
FC_P |
GPRC5C |
-1.656846 |
0.0000000 |
| 5.821285e+01 |
-1.656214 |
0.4125203 |
-4.091373 |
0.0000429 |
0.0012617 |
ENSG00000225154.2 |
RP11-184J23.2 |
FC_P |
RP11.184J23.2 |
-1.656214 |
0.0000429 |
| 6.834894e+00 |
1.655078 |
0.3790794 |
4.349797 |
0.0000136 |
0.0005521 |
ENSG00000270313.1 |
CTC-786C10.2 |
FC_P |
CTC.786C10.2 |
1.655078 |
0.0000136 |
| 1.395274e+01 |
-1.654845 |
0.2983264 |
-5.555736 |
0.0000000 |
0.0000060 |
ENSG00000262667.1 |
OCLN |
FC_P |
OCLN |
-1.654845 |
0.0000000 |
| 9.628362e+00 |
1.653401 |
0.3286015 |
4.977944 |
0.0000006 |
0.0000612 |
ENSG00000248927.1 |
CTD-2334D19.1 |
FC_P |
CTD.2334D19.1 |
1.653401 |
0.0000006 |
| 5.614794e+01 |
1.653202 |
0.2756435 |
6.016516 |
0.0000000 |
0.0000008 |
ENSG00000259532.1 |
RP11-138H8.2 |
FC_P |
RP11.138H8.2 |
1.653202 |
0.0000000 |
| 9.970312e+00 |
1.652759 |
0.4459769 |
3.789764 |
0.0001508 |
0.0030582 |
ENSG00000228213.1 |
NLGN1-AS1 |
FC_P |
NLGN1.AS1 |
1.652759 |
0.0001508 |
| 4.872993e+01 |
-1.651902 |
0.4266708 |
-3.849677 |
0.0001183 |
0.0025871 |
ENSG00000201464.1 |
Y_RNA |
FC_P |
Y_RNA |
-1.651902 |
0.0001183 |
| 5.328449e+01 |
1.651139 |
0.3025023 |
5.487438 |
0.0000000 |
0.0000078 |
ENSG00000256120.1 |
RP11-778H2.1 |
FC_P |
RP11.778H2.1 |
1.651139 |
0.0000000 |
| 9.687654e+00 |
-1.650964 |
0.4624245 |
-3.714618 |
0.0002035 |
0.0037437 |
ENSG00000255007.1 |
CTD-2589M5.4 |
FC_P |
CTD.2589M5.4 |
-1.650964 |
0.0002035 |
| 1.322228e+01 |
1.650127 |
0.3739056 |
4.616906 |
0.0000039 |
0.0002250 |
ENSG00000237136.2 |
C4orf51 |
FC_P |
C4orf51 |
1.650127 |
0.0000039 |
| 8.209060e+00 |
1.648654 |
0.3132615 |
5.223742 |
0.0000002 |
0.0000227 |
ENSG00000258452.1 |
RP11-757H14.2 |
FC_P |
RP11.757H14.2 |
1.648654 |
0.0000002 |
| 1.164425e+01 |
1.648498 |
0.5037396 |
3.386285 |
0.0007085 |
0.0090928 |
ENSG00000270676.1 |
IGHV3-13 |
FC_P |
IGHV3.13 |
1.648498 |
0.0007085 |
| 3.420473e+02 |
-1.647703 |
0.2824654 |
-5.803523 |
0.0000000 |
0.0000022 |
ENSG00000177191.2 |
B3GNT8 |
FC_P |
B3GNT8 |
-1.647703 |
0.0000000 |
| 2.721026e+01 |
-1.647405 |
0.4297894 |
-3.873691 |
0.0001072 |
0.0024180 |
ENSG00000228044.2 |
RP4-781K5.4 |
FC_P |
RP4.781K5.4 |
-1.647405 |
0.0001072 |
| 8.220842e+01 |
-1.647290 |
0.4585197 |
-3.821195 |
0.0001328 |
0.0028007 |
ENSG00000163283.6 |
ALPP |
FC_P |
ALPP |
-1.647290 |
0.0001328 |
| 7.147183e+02 |
1.646763 |
0.3425527 |
4.879208 |
0.0000011 |
0.0000874 |
ENSG00000198734.6 |
F5 |
FC_P |
F5 |
1.646763 |
0.0000011 |
| 7.823609e+00 |
-1.645437 |
0.4661637 |
-3.502874 |
0.0004603 |
0.0066563 |
ENSG00000168703.5 |
WFDC12 |
FC_P |
WFDC12 |
-1.645437 |
0.0004603 |
| 1.467507e+01 |
1.644959 |
0.3712618 |
4.820020 |
0.0000014 |
0.0001095 |
ENSG00000216067.1 |
AC104457.1 |
FC_P |
AC104457.1 |
1.644959 |
0.0000014 |
| 7.872388e+01 |
1.644792 |
0.4027169 |
4.666235 |
0.0000031 |
0.0001897 |
ENSG00000271417.1 |
RP11-909M7.3 |
FC_P |
RP11.909M7.3 |
1.644792 |
0.0000031 |
| 6.282074e+00 |
1.643740 |
0.4045880 |
4.072541 |
0.0000465 |
0.0013338 |
ENSG00000241261.1 |
RPL17P19 |
FC_P |
RPL17P19 |
1.643740 |
0.0000465 |
| 4.857985e+02 |
-1.643665 |
0.3676528 |
-4.423281 |
0.0000097 |
0.0004338 |
ENSG00000183250.7 |
C21orf67 |
FC_P |
C21orf67 |
-1.643665 |
0.0000097 |
| 4.037609e+03 |
-1.643052 |
0.2996608 |
-5.457769 |
0.0000000 |
0.0000088 |
ENSG00000143416.16 |
SELENBP1 |
FC_P |
SELENBP1 |
-1.643052 |
0.0000000 |
| 1.046089e+02 |
1.642951 |
0.4799178 |
3.490915 |
0.0004814 |
0.0068923 |
ENSG00000270452.1 |
IGHV1-2 |
FC_P |
IGHV1.2 |
1.642951 |
0.0004814 |
| 2.588702e+02 |
-1.641411 |
0.3153709 |
-5.195820 |
0.0000002 |
0.0000252 |
ENSG00000127578.6 |
WFIKKN1 |
FC_P |
WFIKKN1 |
-1.641411 |
0.0000002 |
| 2.514740e+01 |
-1.640619 |
0.3949595 |
-4.131420 |
0.0000361 |
0.0011269 |
ENSG00000262445.3 |
CTD-2545H1.2 |
FC_P |
CTD.2545H1.2 |
-1.640619 |
0.0000361 |
| 2.715851e+00 |
1.638792 |
0.4215474 |
3.831697 |
0.0001273 |
0.0027158 |
ENSG00000237410.1 |
AP001092.4 |
FC_P |
AP001092.4 |
1.638792 |
0.0001273 |
| 2.128693e+02 |
1.637860 |
0.3650919 |
4.576550 |
0.0000047 |
0.0002614 |
ENSG00000157766.11 |
ACAN |
FC_P |
ACAN |
1.637860 |
0.0000047 |
| 1.401118e+01 |
1.635466 |
0.4281480 |
3.855441 |
0.0001155 |
0.0025491 |
ENSG00000259477.1 |
RP11-86K22.1 |
FC_P |
RP11.86K22.1 |
1.635466 |
0.0001155 |
| 1.448363e+02 |
1.635207 |
0.3139962 |
5.251147 |
0.0000002 |
0.0000204 |
ENSG00000256025.1 |
CACNA1C-AS4 |
FC_P |
CACNA1C.AS4 |
1.635207 |
0.0000002 |
| 3.392445e+00 |
1.635034 |
0.4614163 |
3.514998 |
0.0004398 |
0.0064249 |
ENSG00000227249.1 |
AC000374.1 |
FC_P |
AC000374.1 |
1.635034 |
0.0004398 |
| 3.757773e+01 |
1.634748 |
0.3741406 |
4.368889 |
0.0000125 |
0.0005160 |
ENSG00000165966.10 |
PDZRN4 |
FC_P |
PDZRN4 |
1.634748 |
0.0000125 |
| 1.189907e+03 |
1.633606 |
0.2841064 |
5.750803 |
0.0000000 |
0.0000028 |
ENSG00000122870.7 |
BICC1 |
FC_P |
BICC1 |
1.633606 |
0.0000000 |
| 1.854304e+01 |
1.633506 |
0.3511225 |
4.758574 |
0.0000019 |
0.0001362 |
ENSG00000113600.6 |
C9 |
FC_P |
C9 |
1.633506 |
0.0000019 |
| 1.272466e+01 |
1.633494 |
0.4477730 |
4.243576 |
0.0000220 |
0.0007811 |
ENSG00000202048.1 |
SNORD114-20 |
FC_P |
SNORD114.20 |
1.633494 |
0.0000220 |
| 7.428657e+01 |
1.633396 |
0.4231504 |
3.874765 |
0.0001067 |
0.0024102 |
ENSG00000118729.10 |
CASQ2 |
FC_P |
CASQ2 |
1.633396 |
0.0001067 |
| 2.263119e+01 |
1.632663 |
0.4123531 |
4.110185 |
0.0000395 |
0.0011988 |
ENSG00000236520.2 |
GPC6-AS1 |
FC_P |
GPC6.AS1 |
1.632663 |
0.0000395 |
| 1.639718e+01 |
-1.632586 |
0.4506984 |
-3.780382 |
0.0001566 |
0.0031235 |
ENSG00000254391.1 |
CTC-529G1.1 |
FC_P |
CTC.529G1.1 |
-1.632586 |
0.0001566 |
| 4.209170e+00 |
1.632198 |
0.4576349 |
3.445887 |
0.0005692 |
0.0077797 |
ENSG00000259339.2 |
TGIF1P1 |
FC_P |
TGIF1P1 |
1.632198 |
0.0005692 |
| 1.817261e+01 |
1.631999 |
0.4011682 |
4.028860 |
0.0000560 |
0.0015260 |
ENSG00000228294.2 |
BMS1P17 |
FC_P |
BMS1P17 |
1.631999 |
0.0000560 |
| 1.027529e+04 |
1.631701 |
0.3682423 |
4.462262 |
0.0000081 |
0.0003812 |
ENSG00000133110.10 |
POSTN |
FC_P |
POSTN |
1.631701 |
0.0000081 |
| 3.062835e+00 |
1.631115 |
0.4478729 |
3.911231 |
0.0000918 |
0.0021743 |
ENSG00000200612.1 |
SNORD114-25 |
FC_P |
SNORD114.25 |
1.631115 |
0.0000918 |
| 7.208717e+01 |
1.629978 |
0.4169326 |
3.869779 |
0.0001089 |
0.0024483 |
ENSG00000145794.12 |
MEGF10 |
FC_P |
MEGF10 |
1.629978 |
0.0001089 |
| 1.190512e+03 |
1.628167 |
0.3093928 |
5.246381 |
0.0000002 |
0.0000206 |
ENSG00000154096.9 |
THY1 |
FC_P |
THY1 |
1.628167 |
0.0000002 |
| 1.037636e+01 |
-1.627288 |
0.4681934 |
-3.314588 |
0.0009178 |
0.0109519 |
ENSG00000140798.11 |
ABCC12 |
FC_P |
ABCC12 |
-1.627288 |
0.0009178 |
| 1.821993e+01 |
-1.627033 |
0.4130323 |
-3.882317 |
0.0001035 |
0.0023593 |
ENSG00000268287.1 |
CTB-60B18.18 |
FC_P |
CTB.60B18.18 |
-1.627033 |
0.0001035 |
| 1.964662e+00 |
1.626629 |
0.4797149 |
3.500087 |
0.0004651 |
0.0067186 |
ENSG00000259914.1 |
RP11-298D21.2 |
FC_P |
RP11.298D21.2 |
1.626629 |
0.0004651 |
| 1.316847e+03 |
-1.625940 |
0.2695341 |
-6.012677 |
0.0000000 |
0.0000009 |
ENSG00000179178.6 |
TMEM125 |
FC_P |
TMEM125 |
-1.625940 |
0.0000000 |
| 7.964064e+01 |
-1.625455 |
0.4143210 |
-3.908064 |
0.0000930 |
0.0021975 |
ENSG00000272825.1 |
LL21NC02-1C16.2 |
FC_P |
LL21NC02.1C16.2 |
-1.625455 |
0.0000930 |
| 4.997318e+00 |
1.623237 |
0.4215481 |
3.782652 |
0.0001552 |
0.0031111 |
ENSG00000139330.5 |
KERA |
FC_P |
KERA |
1.623237 |
0.0001552 |
| 2.285976e+01 |
1.622604 |
0.4310883 |
3.880881 |
0.0001041 |
0.0023704 |
ENSG00000260585.1 |
RP13-192B19.2 |
FC_P |
RP13.192B19.2 |
1.622604 |
0.0001041 |
| 8.589867e+02 |
1.622016 |
0.3333133 |
4.894508 |
0.0000010 |
0.0000827 |
ENSG00000017427.11 |
IGF1 |
FC_P |
IGF1 |
1.622016 |
0.0000010 |
| 6.297236e+00 |
1.621233 |
0.4144384 |
3.851285 |
0.0001175 |
0.0025720 |
ENSG00000258375.2 |
RP11-617J18.1 |
FC_P |
RP11.617J18.1 |
1.621233 |
0.0001175 |
| 6.412332e+00 |
1.621049 |
0.4014885 |
4.008890 |
0.0000610 |
0.0016282 |
ENSG00000186148.7 |
AC013271.3 |
FC_P |
AC013271.3 |
1.621049 |
0.0000610 |
| 1.393257e+03 |
-1.620512 |
0.3278742 |
-5.068168 |
0.0000004 |
0.0000425 |
ENSG00000132698.9 |
RAB25 |
FC_P |
RAB25 |
-1.620512 |
0.0000004 |
| 4.729167e+00 |
1.619908 |
0.4766588 |
3.403198 |
0.0006660 |
0.0087258 |
ENSG00000264238.1 |
AL590084.1 |
FC_P |
AL590084.1 |
1.619908 |
0.0006660 |
| 1.127420e+02 |
1.618865 |
0.4654099 |
4.328758 |
0.0000150 |
0.0005892 |
ENSG00000198643.2 |
FAM3D |
FC_P |
FAM3D |
1.618865 |
0.0000150 |
| 1.585805e+02 |
1.618651 |
0.2813431 |
5.709057 |
0.0000000 |
0.0000033 |
ENSG00000197927.8 |
C2orf27A |
FC_P |
C2orf27A |
1.618651 |
0.0000000 |
| 1.586418e+01 |
1.616934 |
0.4715240 |
3.586058 |
0.0003357 |
0.0053128 |
ENSG00000248329.1 |
RP11-366M4.3 |
FC_P |
RP11.366M4.3 |
1.616934 |
0.0003357 |
| 6.747180e+00 |
1.616011 |
0.5013156 |
3.774371 |
0.0001604 |
0.0031746 |
ENSG00000270315.1 |
IGHV3-43 |
FC_P |
IGHV3.43 |
1.616011 |
0.0001604 |
| 3.249869e+00 |
1.615373 |
0.4070513 |
3.876464 |
0.0001060 |
0.0024021 |
ENSG00000265986.1 |
MIR4735 |
FC_P |
MIR4735 |
1.615373 |
0.0001060 |
| 5.517541e+00 |
1.614728 |
0.4493444 |
4.149566 |
0.0000333 |
0.0010588 |
ENSG00000201950.1 |
SNORD113-9 |
FC_P |
SNORD113.9 |
1.614728 |
0.0000333 |
| 2.499874e+01 |
1.614705 |
0.3621040 |
4.409226 |
0.0000104 |
0.0004546 |
ENSG00000254710.1 |
CTD-2216M2.1 |
FC_P |
CTD.2216M2.1 |
1.614705 |
0.0000104 |
| 1.414925e+01 |
1.613417 |
0.3563989 |
4.527494 |
0.0000060 |
0.0003045 |
ENSG00000263952.1 |
RP11-513M1.1 |
FC_P |
RP11.513M1.1 |
1.613417 |
0.0000060 |
| 3.859166e+01 |
-1.611508 |
0.3720711 |
-4.338645 |
0.0000143 |
0.0005727 |
ENSG00000228133.2 |
AC099684.1 |
FC_P |
AC099684.1 |
-1.611508 |
0.0000143 |
| 7.616627e+00 |
1.609991 |
0.3811297 |
4.372100 |
0.0000123 |
0.0005124 |
ENSG00000237742.2 |
RP11-624M8.1 |
FC_P |
RP11.624M8.1 |
1.609991 |
0.0000123 |
| 8.983577e+01 |
1.609125 |
0.3162764 |
5.093682 |
0.0000004 |
0.0000386 |
ENSG00000233098.4 |
RP11-344E13.3 |
FC_P |
RP11.344E13.3 |
1.609125 |
0.0000004 |
| 5.603944e+00 |
1.608169 |
0.4598951 |
3.492484 |
0.0004786 |
0.0068601 |
ENSG00000226409.1 |
RP11-735G4.1 |
FC_P |
RP11.735G4.1 |
1.608169 |
0.0004786 |
| 9.783900e+01 |
1.606016 |
0.3373223 |
4.782751 |
0.0000017 |
0.0001253 |
ENSG00000262655.2 |
SPON1 |
FC_P |
SPON1 |
1.606016 |
0.0000017 |
| 4.803181e+00 |
1.603728 |
0.3649500 |
4.315082 |
0.0000160 |
0.0006172 |
ENSG00000221262.1 |
AC005159.1 |
FC_P |
AC005159.1 |
1.603728 |
0.0000160 |
| 6.103595e+02 |
1.603298 |
0.3063551 |
5.220900 |
0.0000002 |
0.0000229 |
ENSG00000135919.8 |
SERPINE2 |
FC_P |
SERPINE2 |
1.603298 |
0.0000002 |
| 4.419630e+00 |
1.602917 |
0.4775037 |
3.494734 |
0.0004745 |
0.0068207 |
ENSG00000204019.4 |
CXorf61 |
FC_P |
CXorf61 |
1.602917 |
0.0004745 |
| 1.296048e+02 |
-1.601855 |
0.3710943 |
-4.107691 |
0.0000400 |
0.0012075 |
ENSG00000174808.7 |
BTC |
FC_P |
BTC |
-1.601855 |
0.0000400 |
| 4.636383e+02 |
-1.601505 |
0.3428215 |
-4.732906 |
0.0000022 |
0.0001489 |
ENSG00000125798.10 |
FOXA2 |
FC_P |
FOXA2 |
-1.601505 |
0.0000022 |
| 1.918860e+02 |
1.601493 |
0.4188073 |
3.859740 |
0.0001135 |
0.0025180 |
ENSG00000262406.2 |
MMP12 |
FC_P |
MMP12 |
1.601493 |
0.0001135 |
| 8.203028e+00 |
-1.601447 |
0.4661254 |
-3.425978 |
0.0006126 |
0.0082273 |
ENSG00000223678.1 |
RP11-311H10.4 |
FC_P |
RP11.311H10.4 |
-1.601447 |
0.0006126 |
| 1.477257e+02 |
-1.600894 |
0.3702742 |
-4.309753 |
0.0000163 |
0.0006297 |
ENSG00000158055.11 |
GRHL3 |
FC_P |
GRHL3 |
-1.600894 |
0.0000163 |
| 3.391763e+01 |
1.600394 |
0.3405005 |
4.999269 |
0.0000006 |
0.0000562 |
ENSG00000238482.1 |
RNU6-1208P |
FC_P |
RNU6.1208P |
1.600394 |
0.0000006 |
| 1.231434e+01 |
1.600069 |
0.3635891 |
4.492337 |
0.0000070 |
0.0003411 |
ENSG00000264434.1 |
CTD-2006O16.2 |
FC_P |
CTD.2006O16.2 |
1.600069 |
0.0000070 |
| 2.117291e+03 |
-1.600029 |
0.3687682 |
-4.333816 |
0.0000147 |
0.0005788 |
ENSG00000007402.7 |
CACNA2D2 |
FC_P |
CACNA2D2 |
-1.600029 |
0.0000147 |
| 2.991140e+00 |
1.599936 |
0.4190721 |
3.735257 |
0.0001875 |
0.0035486 |
ENSG00000248816.1 |
RP11-18D7.3 |
FC_P |
RP11.18D7.3 |
1.599936 |
0.0001875 |
| 2.857604e+02 |
-1.599281 |
0.4394695 |
-3.607200 |
0.0003095 |
0.0050404 |
ENSG00000248608.2 |
RP11-206P5.2 |
FC_P |
RP11.206P5.2 |
-1.599281 |
0.0003095 |
| 1.964453e+01 |
-1.598866 |
0.3879674 |
-4.097682 |
0.0000417 |
0.0012390 |
ENSG00000250237.1 |
CTC-498J12.1 |
FC_P |
CTC.498J12.1 |
-1.598866 |
0.0000417 |
| 4.403595e+02 |
1.597764 |
0.3355566 |
4.773739 |
0.0000018 |
0.0001288 |
ENSG00000165474.5 |
GJB2 |
FC_P |
GJB2 |
1.597764 |
0.0000018 |
| 3.968699e+01 |
-1.596712 |
0.4429079 |
-3.632977 |
0.0002802 |
0.0047135 |
ENSG00000249320.1 |
RP11-206P5.1 |
FC_P |
RP11.206P5.1 |
-1.596712 |
0.0002802 |
| 3.707875e+02 |
1.595800 |
0.3308604 |
4.751552 |
0.0000020 |
0.0001395 |
ENSG00000086991.8 |
NOX4 |
FC_P |
NOX4 |
1.595800 |
0.0000020 |
| 2.839287e+00 |
1.594618 |
0.4460114 |
3.521209 |
0.0004296 |
0.0063171 |
ENSG00000253449.1 |
CTC-436K13.6 |
FC_P |
CTC.436K13.6 |
1.594618 |
0.0004296 |
| 2.668680e+00 |
-1.593760 |
0.4463049 |
-3.745418 |
0.0001801 |
0.0034514 |
ENSG00000164334.11 |
FAM170A |
FC_P |
FAM170A |
-1.593760 |
0.0001801 |
| 1.191271e+01 |
1.593307 |
0.4508865 |
3.627543 |
0.0002861 |
0.0047774 |
ENSG00000183760.6 |
PAPL |
FC_P |
PAPL |
1.593307 |
0.0002861 |
| 1.251600e+04 |
1.592104 |
0.3291507 |
4.930787 |
0.0000008 |
0.0000718 |
ENSG00000139329.4 |
LUM |
FC_P |
LUM |
1.592104 |
0.0000008 |
| 2.931038e+02 |
-1.590254 |
0.3930584 |
-4.074277 |
0.0000462 |
0.0013263 |
ENSG00000251532.1 |
CTD-2245E15.3 |
FC_P |
CTD.2245E15.3 |
-1.590254 |
0.0000462 |
| 2.071728e+00 |
1.590163 |
0.5011137 |
3.377130 |
0.0007325 |
0.0093203 |
ENSG00000238571.1 |
snoU13 |
FC_P |
snoU13.2 |
1.590163 |
0.0007325 |
| 1.686261e+02 |
1.588729 |
0.3913418 |
4.716582 |
0.0000024 |
0.0001577 |
ENSG00000225746.4 |
AL132709.5 |
FC_P |
AL132709.5 |
1.588729 |
0.0000024 |
| 2.387718e+00 |
1.587318 |
0.5031429 |
3.751161 |
0.0001760 |
0.0033889 |
ENSG00000237849.1 |
NFYAP1 |
FC_P |
NFYAP1 |
1.587318 |
0.0001760 |
| 2.405490e+01 |
1.585390 |
0.3458736 |
4.686538 |
0.0000028 |
0.0001756 |
ENSG00000266591.1 |
AC022537.1 |
FC_P |
AC022537.1 |
1.585390 |
0.0000028 |
| 4.819585e+01 |
1.583380 |
0.3856375 |
4.090496 |
0.0000430 |
0.0012645 |
ENSG00000237070.1 |
AC005550.3 |
FC_P |
AC005550.3 |
1.583380 |
0.0000430 |
| 3.346199e+01 |
1.582586 |
0.2636356 |
5.987203 |
0.0000000 |
0.0000009 |
ENSG00000201176.1 |
RNU6-853P |
FC_P |
RNU6.853P |
1.582586 |
0.0000000 |
| 1.290328e+01 |
-1.581133 |
0.4110849 |
-3.858882 |
0.0001139 |
0.0025209 |
ENSG00000224940.4 |
PRRT4 |
FC_P |
PRRT4 |
-1.581133 |
0.0001139 |
| 7.351937e+00 |
1.581095 |
0.3324165 |
4.784331 |
0.0000017 |
0.0001248 |
ENSG00000215835.2 |
RP11-9L18.2 |
FC_P |
RP11.9L18.2 |
1.581095 |
0.0000017 |
| 2.908785e+00 |
1.580678 |
0.4830833 |
3.400015 |
0.0006738 |
0.0088004 |
ENSG00000230787.1 |
PSAT1P3 |
FC_P |
PSAT1P3 |
1.580678 |
0.0006738 |
| 2.877209e+00 |
1.580335 |
0.4525454 |
3.401799 |
0.0006694 |
0.0087593 |
ENSG00000254008.1 |
LINC00051 |
FC_P |
LINC00051 |
1.580335 |
0.0006694 |
| 9.293291e+00 |
1.580194 |
0.3062413 |
5.146325 |
0.0000003 |
0.0000313 |
ENSG00000206763.1 |
RNU6-10P |
FC_P |
RNU6.10P |
1.580194 |
0.0000003 |
| 2.471805e+00 |
1.576072 |
0.4460956 |
3.617895 |
0.0002970 |
0.0049046 |
ENSG00000244157.1 |
RP11-190P13.1 |
FC_P |
RP11.190P13.1 |
1.576072 |
0.0002970 |
| 1.223163e+02 |
-1.575566 |
0.3809510 |
-4.247193 |
0.0000216 |
0.0007715 |
ENSG00000227925.1 |
RP11-191N8.2 |
FC_P |
RP11.191N8.2 |
-1.575566 |
0.0000216 |
| 3.669417e+00 |
1.575144 |
0.4271703 |
3.663085 |
0.0002492 |
0.0043420 |
ENSG00000227352.1 |
ARHGEF7-AS1 |
FC_P |
ARHGEF7.AS1 |
1.575144 |
0.0002492 |
| 6.781356e+01 |
1.574631 |
0.2914064 |
5.363296 |
0.0000001 |
0.0000133 |
ENSG00000250384.1 |
UBE2CP3 |
FC_P |
UBE2CP3 |
1.574631 |
0.0000001 |
| 1.885952e+01 |
1.574345 |
0.4364137 |
3.624150 |
0.0002899 |
0.0048277 |
ENSG00000134443.5 |
GRP |
FC_P |
GRP |
1.574345 |
0.0002899 |
| 1.500103e+01 |
1.574094 |
0.3733488 |
4.096854 |
0.0000419 |
0.0012390 |
ENSG00000248711.1 |
AC006023.8 |
FC_P |
AC006023.8 |
1.574094 |
0.0000419 |
| 3.781036e+00 |
1.572631 |
0.4267284 |
3.664927 |
0.0002474 |
0.0043269 |
ENSG00000238189.1 |
ENOX1-AS2 |
FC_P |
ENOX1.AS2 |
1.572631 |
0.0002474 |
| 1.396289e+01 |
1.572490 |
0.3712866 |
4.366800 |
0.0000126 |
0.0005204 |
ENSG00000225649.1 |
AC064875.2 |
FC_P |
AC064875.2 |
1.572490 |
0.0000126 |
| 1.928630e+03 |
-1.572385 |
0.3817415 |
-4.113961 |
0.0000389 |
0.0011880 |
ENSG00000133661.11 |
SFTPD |
FC_P |
SFTPD |
-1.572385 |
0.0000389 |
| 2.575936e+03 |
1.572250 |
0.3290224 |
4.772733 |
0.0000018 |
0.0001292 |
ENSG00000204291.6 |
COL15A1 |
FC_P |
COL15A1 |
1.572250 |
0.0000018 |
| 4.206173e+01 |
1.571803 |
0.4846577 |
3.321049 |
0.0008968 |
0.0107871 |
ENSG00000271258.1 |
IGHJ3P |
FC_P |
IGHJ3P |
1.571803 |
0.0008968 |
| 5.855511e+02 |
1.570895 |
0.2961939 |
5.297644 |
0.0000001 |
0.0000174 |
ENSG00000112562.14 |
SMOC2 |
FC_P |
SMOC2 |
1.570895 |
0.0000001 |
| 8.531200e+02 |
1.568845 |
0.2913241 |
5.404546 |
0.0000001 |
0.0000114 |
ENSG00000118473.17 |
SGIP1 |
FC_P |
SGIP1 |
1.568845 |
0.0000001 |
| 5.099970e+03 |
-1.568642 |
0.3010661 |
-5.209047 |
0.0000002 |
0.0000239 |
ENSG00000136352.13 |
NKX2-1 |
FC_P |
NKX2.1 |
-1.568642 |
0.0000002 |
| 6.356051e+00 |
1.568151 |
0.4180716 |
3.723495 |
0.0001965 |
0.0036592 |
ENSG00000239500.2 |
RP1-169K13.3 |
FC_P |
RP1.169K13.3 |
1.568151 |
0.0001965 |
| 6.009479e+03 |
-1.567065 |
0.3262109 |
-4.788122 |
0.0000017 |
0.0001227 |
ENSG00000176907.3 |
C8orf4 |
FC_P |
C8orf4 |
-1.567065 |
0.0000017 |
| 4.312302e+03 |
-1.566743 |
0.3113176 |
-5.057055 |
0.0000004 |
0.0000448 |
ENSG00000122966.9 |
CIT |
FC_P |
CIT |
-1.566743 |
0.0000004 |
| 1.878664e+01 |
1.566675 |
0.2740288 |
5.698343 |
0.0000000 |
0.0000034 |
ENSG00000230902.1 |
FAM204CP |
FC_P |
FAM204CP |
1.566675 |
0.0000000 |
| 3.777355e+00 |
1.566267 |
0.4918015 |
3.940922 |
0.0000812 |
0.0019909 |
ENSG00000199914.1 |
SNORD114-16 |
FC_P |
SNORD114.16 |
1.566267 |
0.0000812 |
| 5.624410e+02 |
1.566081 |
0.2706046 |
5.756396 |
0.0000000 |
0.0000027 |
ENSG00000259498.1 |
RP11-244F12.3 |
FC_P |
RP11.244F12.3 |
1.566081 |
0.0000000 |
| 4.321970e+01 |
-1.565805 |
0.4372370 |
-3.544631 |
0.0003932 |
0.0059252 |
ENSG00000246740.2 |
CTD-2382E5.1 |
FC_P |
CTD.2382E5.1 |
-1.565805 |
0.0003932 |
| 7.670603e+01 |
-1.563254 |
0.3563237 |
-4.381837 |
0.0000118 |
0.0004994 |
ENSG00000235721.1 |
AC013268.3 |
FC_P |
AC013268.3 |
-1.563254 |
0.0000118 |
| 1.608364e+03 |
1.563246 |
0.3108142 |
5.010512 |
0.0000005 |
0.0000535 |
ENSG00000148848.10 |
ADAM12 |
FC_P |
ADAM12 |
1.563246 |
0.0000005 |
| 6.531793e+00 |
1.563011 |
0.3883745 |
4.005319 |
0.0000619 |
0.0016416 |
ENSG00000261410.1 |
RP11-543N12.1 |
FC_P |
RP11.543N12.1 |
1.563011 |
0.0000619 |
| 4.592737e+00 |
1.562612 |
0.4753604 |
3.688669 |
0.0002254 |
0.0040364 |
ENSG00000201689.1 |
SNORD114-29 |
FC_P |
SNORD114.29 |
1.562612 |
0.0002254 |
| 3.106513e+01 |
1.562441 |
0.4155713 |
3.824012 |
0.0001313 |
0.0027782 |
ENSG00000271216.1 |
LINC01050 |
FC_P |
LINC01050 |
1.562441 |
0.0001313 |
| 1.282062e+03 |
1.561071 |
0.3302821 |
4.763137 |
0.0000019 |
0.0001342 |
ENSG00000174099.6 |
MSRB3 |
FC_P |
MSRB3 |
1.561071 |
0.0000019 |
| 1.381420e+01 |
1.560261 |
0.3676702 |
4.258616 |
0.0000206 |
0.0007466 |
ENSG00000258066.1 |
RP11-781A6.1 |
FC_P |
RP11.781A6.1 |
1.560261 |
0.0000206 |
| 4.898596e+03 |
-1.559954 |
0.3471574 |
-4.564183 |
0.0000050 |
0.0002711 |
ENSG00000048540.10 |
LMO3 |
FC_P |
LMO3 |
-1.559954 |
0.0000050 |
| 1.755089e+03 |
-1.558633 |
0.2674637 |
-5.822818 |
0.0000000 |
0.0000021 |
ENSG00000173599.9 |
PC |
FC_P |
PC |
-1.558633 |
0.0000000 |
| 1.317731e+01 |
-1.558186 |
0.4163704 |
-3.567899 |
0.0003599 |
0.0055683 |
ENSG00000109991.4 |
P2RX3 |
FC_P |
P2RX3 |
-1.558186 |
0.0003599 |
| 3.733031e+02 |
-1.557663 |
0.2652533 |
-5.790451 |
0.0000000 |
0.0000023 |
ENSG00000166816.9 |
LDHD |
FC_P |
LDHD |
-1.557663 |
0.0000000 |
| 1.641334e+02 |
1.557163 |
0.3278493 |
4.754179 |
0.0000020 |
0.0001382 |
ENSG00000117152.9 |
RGS4 |
FC_P |
RGS4 |
1.557163 |
0.0000020 |
| 2.317136e+03 |
1.556649 |
0.3996337 |
3.925508 |
0.0000865 |
0.0020842 |
ENSG00000145423.4 |
SFRP2 |
FC_P |
SFRP2 |
1.556649 |
0.0000865 |
| 3.401847e+01 |
-1.555815 |
0.4552946 |
-3.397058 |
0.0006811 |
0.0088683 |
ENSG00000258346.1 |
RP11-148B3.2 |
FC_P |
RP11.148B3.2 |
-1.555815 |
0.0006811 |
| 6.280500e+01 |
1.555751 |
0.3929189 |
4.496595 |
0.0000069 |
0.0003372 |
ENSG00000232018.4 |
AL132709.8 |
FC_P |
AL132709.8 |
1.555751 |
0.0000069 |
| 5.970118e+01 |
1.555497 |
0.2560910 |
6.113124 |
0.0000000 |
0.0000006 |
ENSG00000271590.1 |
RP11-181E10.3 |
FC_P |
RP11.181E10.3 |
1.555497 |
0.0000000 |
| 3.933574e+01 |
1.554615 |
0.3596817 |
4.373596 |
0.0000122 |
0.0005100 |
ENSG00000236841.3 |
AC007750.5 |
FC_P |
AC007750.5 |
1.554615 |
0.0000122 |
| 1.164699e+01 |
1.554434 |
0.3548469 |
4.393317 |
0.0000112 |
0.0004802 |
ENSG00000267405.1 |
CTC-296K1.4 |
FC_P |
CTC.296K1.4 |
1.554434 |
0.0000112 |
| 1.671627e+01 |
1.553988 |
0.4132126 |
3.856639 |
0.0001150 |
0.0025382 |
ENSG00000232458.1 |
AC005029.1 |
FC_P |
AC005029.1 |
1.553988 |
0.0001150 |
| 1.993580e+00 |
1.553745 |
0.4626075 |
3.302968 |
0.0009567 |
0.0112793 |
ENSG00000265552.1 |
RP11-958F21.3 |
FC_P |
RP11.958F21.3 |
1.553745 |
0.0009567 |
| 2.895708e+03 |
-1.553680 |
0.3254418 |
-4.723432 |
0.0000023 |
0.0001532 |
ENSG00000100413.12 |
POLR3H |
FC_P |
POLR3H |
-1.553680 |
0.0000023 |
| 3.180158e+01 |
-1.553298 |
0.3917748 |
-3.975509 |
0.0000702 |
0.0017903 |
ENSG00000223975.1 |
AP001048.4 |
FC_P |
AP001048.4 |
-1.553298 |
0.0000702 |
| 1.988534e+01 |
1.553052 |
0.3092712 |
4.973927 |
0.0000007 |
0.0000618 |
ENSG00000204011.4 |
COL5A1-AS1 |
FC_P |
COL5A1.AS1 |
1.553052 |
0.0000007 |
| 5.419022e+01 |
-1.552908 |
0.4211836 |
-3.659246 |
0.0002530 |
0.0043825 |
ENSG00000254143.1 |
RP11-470M17.2 |
FC_P |
RP11.470M17.2 |
-1.552908 |
0.0002530 |
| 8.710425e+00 |
1.552312 |
0.3307160 |
4.666495 |
0.0000031 |
0.0001897 |
ENSG00000231857.1 |
MORF4L1P5 |
FC_P |
MORF4L1P5 |
1.552312 |
0.0000031 |
| 1.251726e+02 |
-1.550488 |
0.4039930 |
-3.864245 |
0.0001114 |
0.0024852 |
ENSG00000269353.1 |
AC092071.1 |
FC_P |
AC092071.1 |
-1.550488 |
0.0001114 |
| 7.571153e+00 |
-1.549230 |
0.4029496 |
-3.859760 |
0.0001135 |
0.0025180 |
ENSG00000228559.1 |
RP3-340B19.3 |
FC_P |
RP3.340B19.3 |
-1.549230 |
0.0001135 |
| 6.955209e+01 |
-1.548921 |
0.3666065 |
-4.271043 |
0.0000195 |
0.0007180 |
ENSG00000070729.9 |
CNGB1 |
FC_P |
CNGB1 |
-1.548921 |
0.0000195 |
| 3.611131e+00 |
1.546149 |
0.4719004 |
3.739977 |
0.0001840 |
0.0035064 |
ENSG00000252009.1 |
SNORD112 |
FC_P |
SNORD112.1 |
1.546149 |
0.0001840 |
| 8.844024e+00 |
1.545781 |
0.3578716 |
4.330506 |
0.0000149 |
0.0005864 |
ENSG00000249373.2 |
RP11-650J17.2 |
FC_P |
RP11.650J17.2 |
1.545781 |
0.0000149 |
| 1.453988e+01 |
1.545047 |
0.3806668 |
4.128685 |
0.0000365 |
0.0011347 |
ENSG00000254629.1 |
RP11-160H12.3 |
FC_P |
RP11.160H12.3 |
1.545047 |
0.0000365 |
| 2.776671e+01 |
-1.544864 |
0.4449856 |
-3.603226 |
0.0003143 |
0.0051048 |
ENSG00000116981.3 |
NT5C1A |
FC_P |
NT5C1A |
-1.544864 |
0.0003143 |
| 2.248082e+01 |
1.543153 |
0.4765384 |
3.807728 |
0.0001402 |
0.0029087 |
ENSG00000179674.2 |
ARL14 |
FC_P |
ARL14 |
1.543153 |
0.0001402 |
| 8.709485e+02 |
-1.542648 |
0.3294505 |
-4.671701 |
0.0000030 |
0.0001869 |
ENSG00000224189.2 |
HOXD-AS1 |
FC_P |
HOXD.AS1 |
-1.542648 |
0.0000030 |
| 3.481573e+02 |
1.542514 |
0.2793606 |
5.496172 |
0.0000000 |
0.0000076 |
ENSG00000120820.8 |
GLT8D2 |
FC_P |
GLT8D2 |
1.542514 |
0.0000000 |
| 1.482488e+01 |
1.541988 |
0.4519687 |
3.337716 |
0.0008447 |
0.0103223 |
ENSG00000121871.3 |
SLITRK3 |
FC_P |
SLITRK3 |
1.541988 |
0.0008447 |
| 1.702940e+01 |
-1.541802 |
0.3948889 |
-3.788423 |
0.0001516 |
0.0030722 |
ENSG00000265388.1 |
RN7SL391P |
FC_P |
RN7SL391P |
-1.541802 |
0.0001516 |
| 6.630653e+01 |
1.540826 |
0.3692300 |
4.196135 |
0.0000272 |
0.0009123 |
ENSG00000249992.1 |
TMEM158 |
FC_P |
TMEM158 |
1.540826 |
0.0000272 |
| 1.822185e+01 |
1.540214 |
0.4034427 |
3.871249 |
0.0001083 |
0.0024380 |
ENSG00000243440.2 |
AF165138.7 |
FC_P |
AF165138.7 |
1.540214 |
0.0001083 |
| 4.663674e+02 |
-1.539099 |
0.4210036 |
-3.691403 |
0.0002230 |
0.0040047 |
ENSG00000187048.8 |
CYP4A11 |
FC_P |
CYP4A11 |
-1.539099 |
0.0002230 |
| 7.596676e+00 |
1.537259 |
0.3818145 |
3.988930 |
0.0000664 |
0.0017235 |
ENSG00000212204.1 |
RNA5SP91 |
FC_P |
RNA5SP91 |
1.537259 |
0.0000664 |
| 5.918072e+03 |
-1.536418 |
0.3557752 |
-4.334793 |
0.0000146 |
0.0005775 |
ENSG00000171476.17 |
HOPX |
FC_P |
HOPX |
-1.536418 |
0.0000146 |
| 2.370766e+01 |
1.536415 |
0.3376453 |
4.546055 |
0.0000055 |
0.0002863 |
ENSG00000230694.1 |
RP11-62F24.1 |
FC_P |
RP11.62F24.1 |
1.536415 |
0.0000055 |
| 3.125993e+00 |
1.536246 |
0.3953654 |
3.849268 |
0.0001185 |
0.0025899 |
ENSG00000265313.1 |
RP11-567L7.6 |
FC_P |
RP11.567L7.6 |
1.536246 |
0.0001185 |
| 1.065460e+02 |
1.536243 |
0.2929333 |
5.319523 |
0.0000001 |
0.0000160 |
ENSG00000250280.2 |
RP11-305O6.3 |
FC_P |
RP11.305O6.3 |
1.536243 |
0.0000001 |
| 2.219166e+01 |
-1.536240 |
0.4823800 |
-3.706916 |
0.0002098 |
0.0038277 |
ENSG00000206463.6 |
C6orf205 |
FC_P |
C6orf205 |
-1.536240 |
0.0002098 |
| 6.080607e+02 |
1.535745 |
0.3782227 |
4.162804 |
0.0000314 |
0.0010138 |
ENSG00000167244.13 |
IGF2 |
FC_P |
IGF2 |
1.535745 |
0.0000314 |
| 1.796254e+01 |
-1.533318 |
0.4159923 |
-3.614374 |
0.0003011 |
0.0049479 |
ENSG00000262492.1 |
RP11-1099M24.8 |
FC_P |
RP11.1099M24.8 |
-1.533318 |
0.0003011 |
| 3.781246e+00 |
1.532903 |
0.4185174 |
3.730017 |
0.0001915 |
0.0035961 |
ENSG00000222185.1 |
SNORD113 |
FC_P |
SNORD113 |
1.532903 |
0.0001915 |
| 5.151126e+00 |
1.532782 |
0.3863039 |
4.124703 |
0.0000371 |
0.0011488 |
ENSG00000265536.1 |
AL591042.1 |
FC_P |
AL591042.1 |
1.532782 |
0.0000371 |
| 2.946858e+01 |
1.532389 |
0.3382511 |
4.463509 |
0.0000081 |
0.0003799 |
ENSG00000227496.1 |
RP11-145A3.1 |
FC_P |
RP11.145A3.1 |
1.532389 |
0.0000081 |
| 2.237172e+02 |
1.532171 |
0.4668705 |
3.521874 |
0.0004285 |
0.0063062 |
ENSG00000271648.1 |
IGHV3-11 |
FC_P |
IGHV3.11 |
1.532171 |
0.0004285 |
| 9.151994e+00 |
1.531802 |
0.3984631 |
3.863041 |
0.0001120 |
0.0024915 |
ENSG00000242941.1 |
CTD-2325P2.2 |
FC_P |
CTD.2325P2.2 |
1.531802 |
0.0001120 |
| 1.518135e+01 |
1.531487 |
0.2734720 |
5.571350 |
0.0000000 |
0.0000057 |
ENSG00000248873.1 |
SERBP1P6 |
FC_P |
SERBP1P6 |
1.531487 |
0.0000000 |
| 8.307226e+01 |
1.530250 |
0.2686073 |
5.677951 |
0.0000000 |
0.0000036 |
ENSG00000224897.2 |
RP11-3B12.1 |
FC_P |
RP11.3B12.1 |
1.530250 |
0.0000000 |
| 9.305709e+00 |
-1.530117 |
0.4176587 |
-3.714309 |
0.0002038 |
0.0037465 |
ENSG00000229272.1 |
RP11-498J9.2 |
FC_P |
RP11.498J9.2 |
-1.530117 |
0.0002038 |
| 4.578906e+00 |
-1.529233 |
0.5030228 |
-3.549119 |
0.0003865 |
0.0058580 |
ENSG00000223590.4 |
C6orf205 |
FC_P |
C6orf205.1 |
-1.529233 |
0.0003865 |
| 4.863668e+02 |
1.528042 |
0.4353673 |
3.607298 |
0.0003094 |
0.0050404 |
ENSG00000106278.7 |
PTPRZ1 |
FC_P |
PTPRZ1 |
1.528042 |
0.0003094 |
| 2.428953e+01 |
1.527528 |
0.2938155 |
5.244359 |
0.0000002 |
0.0000208 |
ENSG00000215933.1 |
BX119917.1 |
FC_P |
BX119917.1 |
1.527528 |
0.0000002 |
| 7.507025e+01 |
-1.527422 |
0.4386317 |
-3.647499 |
0.0002648 |
0.0045403 |
ENSG00000214128.6 |
TMEM213 |
FC_P |
TMEM213 |
-1.527422 |
0.0002648 |
| 1.147214e+01 |
-1.526457 |
0.4238121 |
-3.576628 |
0.0003481 |
0.0054304 |
ENSG00000253315.1 |
CTB-11I22.2 |
FC_P |
CTB.11I22.2 |
-1.526457 |
0.0003481 |
| 3.198663e+00 |
1.525971 |
0.4132529 |
3.546863 |
0.0003898 |
0.0058954 |
ENSG00000258402.1 |
RP11-516J2.1 |
FC_P |
RP11.516J2.1 |
1.525971 |
0.0003898 |
| 7.318668e+02 |
-1.525772 |
0.2942302 |
-5.218648 |
0.0000002 |
0.0000231 |
ENSG00000225151.6 |
AC103965.1 |
FC_P |
AC103965.1 |
-1.525772 |
0.0000002 |
| 3.819484e+00 |
-1.525534 |
0.4493442 |
-3.384116 |
0.0007141 |
0.0091467 |
ENSG00000267478.1 |
RP11-815J4.5 |
FC_P |
RP11.815J4.5 |
-1.525534 |
0.0007141 |
| 8.138247e+01 |
1.525373 |
0.2866679 |
5.255591 |
0.0000001 |
0.0000200 |
ENSG00000073146.11 |
MOV10L1 |
FC_P |
MOV10L1 |
1.525373 |
0.0000001 |
| 5.685427e+03 |
-1.524476 |
0.3849917 |
-3.942855 |
0.0000805 |
0.0019797 |
ENSG00000127249.10 |
ATP13A4 |
FC_P |
ATP13A4 |
-1.524476 |
0.0000805 |
| 8.506167e+02 |
1.524248 |
0.3676329 |
4.087908 |
0.0000435 |
0.0012708 |
ENSG00000183098.6 |
GPC6 |
FC_P |
GPC6 |
1.524248 |
0.0000435 |
| 4.276628e+02 |
-1.524056 |
0.3051867 |
-4.942937 |
0.0000008 |
0.0000682 |
ENSG00000163884.3 |
KLF15 |
FC_P |
KLF15 |
-1.524056 |
0.0000008 |
| 2.892711e+01 |
-1.521232 |
0.4859591 |
-3.388861 |
0.0007018 |
0.0090438 |
ENSG00000256691.1 |
RP11-476M19.3 |
FC_P |
RP11.476M19.3 |
-1.521232 |
0.0007018 |
| 3.258008e+01 |
-1.521134 |
0.3889540 |
-3.875199 |
0.0001065 |
0.0024083 |
ENSG00000179270.6 |
C2orf71 |
FC_P |
C2orf71 |
-1.521134 |
0.0001065 |
| 3.414056e+03 |
-1.520656 |
0.2783507 |
-5.467359 |
0.0000000 |
0.0000084 |
ENSG00000169242.7 |
EFNA1 |
FC_P |
EFNA1 |
-1.520656 |
0.0000000 |
| 1.292474e+01 |
1.518709 |
0.3577691 |
4.525576 |
0.0000060 |
0.0003065 |
ENSG00000255649.1 |
RP11-502N13.2 |
FC_P |
RP11.502N13.2 |
1.518709 |
0.0000060 |
| 8.019955e+00 |
-1.518453 |
0.4410057 |
-3.358804 |
0.0007828 |
0.0097658 |
ENSG00000250934.1 |
RP11-71E19.1 |
FC_P |
RP11.71E19.1 |
-1.518453 |
0.0007828 |
| 1.352664e+03 |
1.517918 |
0.2706751 |
5.590557 |
0.0000000 |
0.0000052 |
ENSG00000139926.11 |
FRMD6 |
FC_P |
FRMD6 |
1.517918 |
0.0000000 |
| 3.593490e+02 |
-1.516537 |
0.3868729 |
-3.945193 |
0.0000797 |
0.0019688 |
ENSG00000238042.1 |
RP11-815M8.1 |
FC_P |
RP11.815M8.1 |
-1.516537 |
0.0000797 |
| 7.040067e+00 |
1.516390 |
0.4131853 |
3.640622 |
0.0002720 |
0.0046254 |
ENSG00000219404.2 |
RP11-524C21.1 |
FC_P |
RP11.524C21.1 |
1.516390 |
0.0002720 |
| 9.964676e+01 |
1.515492 |
0.3552552 |
4.763269 |
0.0000019 |
0.0001342 |
ENSG00000224116.2 |
INHBA-AS1 |
FC_P |
INHBA.AS1 |
1.515492 |
0.0000019 |
| 3.549739e+00 |
-1.514714 |
0.3953636 |
-3.796471 |
0.0001468 |
0.0030059 |
ENSG00000219023.1 |
RP3-340B19.2 |
FC_P |
RP3.340B19.2 |
-1.514714 |
0.0001468 |
| 2.376663e+00 |
1.513900 |
0.4894014 |
3.316184 |
0.0009126 |
0.0109103 |
ENSG00000222740.1 |
RNA5SP328 |
FC_P |
RNA5SP328 |
1.513900 |
0.0009126 |
| 2.539551e+02 |
1.513642 |
0.4429984 |
3.899523 |
0.0000964 |
0.0022426 |
ENSG00000211670.2 |
IGLV3-9 |
FC_P |
IGLV3.9 |
1.513642 |
0.0000964 |
| 2.039998e+01 |
1.513415 |
0.4380590 |
3.599265 |
0.0003191 |
0.0051491 |
ENSG00000136267.9 |
DGKB |
FC_P |
DGKB |
1.513415 |
0.0003191 |
| 5.103272e+00 |
1.512808 |
0.4483457 |
3.661905 |
0.0002503 |
0.0043552 |
ENSG00000250929.2 |
KB-1639H6.4 |
FC_P |
KB.1639H6.4 |
1.512808 |
0.0002503 |
| 4.382041e+01 |
1.512618 |
0.3158963 |
4.775410 |
0.0000018 |
0.0001282 |
ENSG00000183055.5 |
FAM133CP |
FC_P |
FAM133CP |
1.512618 |
0.0000018 |
| 4.407709e+02 |
1.512338 |
0.3168504 |
4.804925 |
0.0000015 |
0.0001157 |
ENSG00000140945.11 |
CDH13 |
FC_P |
CDH13 |
1.512338 |
0.0000015 |
| 2.014718e+02 |
1.511562 |
0.3060275 |
4.905404 |
0.0000009 |
0.0000795 |
ENSG00000175600.11 |
C7orf10 |
FC_P |
C7orf10 |
1.511562 |
0.0000009 |
| 1.715916e+02 |
1.511447 |
0.2460049 |
6.173251 |
0.0000000 |
0.0000005 |
ENSG00000117586.6 |
TNFSF4 |
FC_P |
TNFSF4 |
1.511447 |
0.0000000 |
| 1.440424e+03 |
-1.510707 |
0.2442378 |
-6.164374 |
0.0000000 |
0.0000005 |
ENSG00000099849.10 |
RASSF7 |
FC_P |
RASSF7 |
-1.510707 |
0.0000000 |
| 3.369533e+01 |
1.510408 |
0.5034489 |
3.555764 |
0.0003769 |
0.0057583 |
ENSG00000258548.1 |
LINC00645 |
FC_P |
LINC00645 |
1.510408 |
0.0003769 |
| 6.399490e+00 |
1.510336 |
0.3812797 |
3.887075 |
0.0001015 |
0.0023276 |
ENSG00000227744.4 |
AC114788.2 |
FC_P |
AC114788.2 |
1.510336 |
0.0001015 |
| 5.531161e+00 |
-1.510055 |
0.5011370 |
-3.488099 |
0.0004865 |
0.0069339 |
ENSG00000224396.1 |
METTL15P3 |
FC_P |
METTL15P3 |
-1.510055 |
0.0004865 |
| 4.382658e+00 |
1.508074 |
0.3874910 |
3.816779 |
0.0001352 |
0.0028385 |
ENSG00000235389.2 |
RP11-134K1.3 |
FC_P |
RP11.134K1.3 |
1.508074 |
0.0001352 |
| 4.816321e+00 |
1.507351 |
0.4377859 |
3.829306 |
0.0001285 |
0.0027333 |
ENSG00000200608.1 |
SNORD114-11 |
FC_P |
SNORD114.11 |
1.507351 |
0.0001285 |
| 6.437949e+00 |
1.507195 |
0.4139399 |
3.780913 |
0.0001563 |
0.0031202 |
ENSG00000241042.1 |
RP11-145M4.1 |
FC_P |
RP11.145M4.1 |
1.507195 |
0.0001563 |
| 3.858542e+00 |
1.505461 |
0.4055178 |
3.864485 |
0.0001113 |
0.0024842 |
ENSG00000272508.1 |
RP11-96C23.14 |
FC_P |
RP11.96C23.14 |
1.505461 |
0.0001113 |
| 4.770128e+02 |
-1.505458 |
0.3255398 |
-4.631408 |
0.0000036 |
0.0002157 |
ENSG00000104369.4 |
JPH1 |
FC_P |
JPH1 |
-1.505458 |
0.0000036 |
| 1.996940e+01 |
1.505106 |
0.3783876 |
4.081274 |
0.0000448 |
0.0013015 |
ENSG00000201852.1 |
RNU6-702P |
FC_P |
RNU6.702P |
1.505106 |
0.0000448 |
| 3.568742e+02 |
1.504502 |
0.2809617 |
5.373085 |
0.0000001 |
0.0000131 |
ENSG00000049192.10 |
ADAMTS6 |
FC_P |
ADAMTS6 |
1.504502 |
0.0000001 |
| 6.865166e+01 |
1.504236 |
0.3255373 |
4.815019 |
0.0000015 |
0.0001114 |
ENSG00000224467.1 |
AC009313.1 |
FC_P |
AC009313.1 |
1.504236 |
0.0000015 |
| 2.212300e+01 |
1.504010 |
0.3493398 |
4.295074 |
0.0000175 |
0.0006632 |
ENSG00000110675.8 |
ELMOD1 |
FC_P |
ELMOD1 |
1.504010 |
0.0000175 |
| 9.321401e+01 |
1.503987 |
0.2636059 |
5.738732 |
0.0000000 |
0.0000029 |
ENSG00000213659.4 |
RSU1P3 |
FC_P |
RSU1P3 |
1.503987 |
0.0000000 |
| 1.585019e+03 |
1.503651 |
0.3121184 |
4.847186 |
0.0000013 |
0.0000993 |
ENSG00000172403.6 |
SYNPO2 |
FC_P |
SYNPO2 |
1.503651 |
0.0000013 |
| 1.112958e+02 |
-1.503360 |
0.3269134 |
-4.685700 |
0.0000028 |
0.0001760 |
ENSG00000232349.2 |
YBX1P7 |
FC_P |
YBX1P7 |
-1.503360 |
0.0000028 |
| 8.532973e+02 |
-1.503140 |
0.3820100 |
-3.962902 |
0.0000740 |
0.0018698 |
ENSG00000124143.6 |
ARHGAP40 |
FC_P |
ARHGAP40 |
-1.503140 |
0.0000740 |
| 1.136054e+01 |
1.502906 |
0.3695608 |
4.267082 |
0.0000198 |
0.0007272 |
ENSG00000265470.1 |
MIR548AQ |
FC_P |
MIR548AQ |
1.502906 |
0.0000198 |
| 4.402676e+02 |
-1.502363 |
0.2145530 |
-6.996187 |
0.0000000 |
0.0000000 |
ENSG00000157992.8 |
KRTCAP3 |
FC_P |
KRTCAP3 |
-1.502363 |
0.0000000 |
| 1.605486e+01 |
1.502272 |
0.3400933 |
4.422173 |
0.0000098 |
0.0004343 |
ENSG00000197106.6 |
SLC6A17 |
FC_P |
SLC6A17 |
1.502272 |
0.0000098 |
| 2.538391e+00 |
1.502024 |
0.4557741 |
3.321601 |
0.0008950 |
0.0107761 |
ENSG00000272218.1 |
RP11-11N5.3 |
FC_P |
RP11.11N5.3 |
1.502024 |
0.0008950 |
| 1.673546e+01 |
-1.502014 |
0.4187027 |
-3.973078 |
0.0000709 |
0.0018038 |
ENSG00000270168.1 |
LA16c-380H5.4 |
FC_P |
LA16c.380H5.4 |
-1.502014 |
0.0000709 |
| 9.139078e+02 |
-1.501855 |
0.3026810 |
-4.970060 |
0.0000007 |
0.0000623 |
ENSG00000105707.9 |
HPN |
FC_P |
HPN |
-1.501855 |
0.0000007 |
| 1.140748e+03 |
-1.500507 |
0.2023362 |
-7.408501 |
0.0000000 |
0.0000000 |
ENSG00000226137.3 |
BAIAP2-AS1 |
FC_P |
BAIAP2.AS1 |
-1.500507 |
0.0000000 |
| 1.048512e+02 |
-1.500299 |
0.4131333 |
-3.595005 |
0.0003244 |
0.0051946 |
ENSG00000132874.9 |
SLC14A2 |
FC_P |
SLC14A2 |
-1.500299 |
0.0003244 |
Pathway enrichment analysis fGSEA
Low TRPA1 is the reference. When TRPA1 is high, pathways shown below are up- or down- regulated
fgsea_res <- fgsea_analysis(DE_res)
## `summarise()` ungrouping output (override with `.groups` argument)
## Warning in fgsea(pathways = gmtPathways(pthw_path), stats = ranks, nperm = 1000): There are ties in the preranked stats (0.03% of the list).
## The order of those tied genes will be arbitrary, which may produce unexpected results.
## Warning in fgsea(pathways = gmtPathways(pthw_path), stats = ranks, nperm = 1000): There are ties in the preranked stats (0.03% of the list).
## The order of those tied genes will be arbitrary, which may produce unexpected results.
## Warning in fgsea(pathways = gmtPathways(pthw_path), stats = ranks, nperm = 1000): There are ties in the preranked stats (0.03% of the list).
## The order of those tied genes will be arbitrary, which may produce unexpected results.
## Warning in fgsea(pathways = gmtPathways(pthw_path), stats = ranks, nperm = 1000): There are ties in the preranked stats (0.03% of the list).
## The order of those tied genes will be arbitrary, which may produce unexpected results.
## Warning in fgsea(pathways = gmtPathways(pthw_path), stats = ranks, nperm = 1000): There are ties in the preranked stats (0.03% of the list).
## The order of those tied genes will be arbitrary, which may produce unexpected results.
## Warning in fgsea(pathways = gmtPathways(pthw_path), stats = ranks, nperm = 1000): There are ties in the preranked stats (0.03% of the list).
## The order of those tied genes will be arbitrary, which may produce unexpected results.
## Warning in fgsea(pathways = gmtPathways(pthw_path), stats = ranks, nperm = 1000): There are ties in the preranked stats (0.03% of the list).
## The order of those tied genes will be arbitrary, which may produce unexpected results.
## Warning in fgsea(pathways = gmtPathways(pthw_path), stats = ranks, nperm = 1000): There are ties in the preranked stats (0.03% of the list).
## The order of those tied genes will be arbitrary, which may produce unexpected results.
## Warning in fgsea(pathways = gmtPathways(pthw_path), stats = ranks, nperm = 1000): There are ties in the preranked stats (0.03% of the list).
## The order of those tied genes will be arbitrary, which may produce unexpected results.
fgp <- fgsea_plot(fgsea_res$res_hm, pathways_title='Hallmark', condition_name='TRPA1 low vs high')

kable(fgp)
| HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
0.0015385 |
0.0068418 |
0.6739362 |
3.161798 |
0 |
189 |
up |
| HALLMARK_FATTY_ACID_METABOLISM |
0.0028090 |
0.0068418 |
-0.5953249 |
-2.865399 |
0 |
147 |
down |
| HALLMARK_OXIDATIVE_PHOSPHORYLATION |
0.0028249 |
0.0068418 |
-0.5301295 |
-2.618666 |
0 |
175 |
down |
| HALLMARK_ADIPOGENESIS |
0.0028736 |
0.0068418 |
-0.5116233 |
-2.528606 |
0 |
183 |
down |
| HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
0.0023981 |
0.0068418 |
-0.6120796 |
-2.404855 |
0 |
46 |
down |
| HALLMARK_MYC_TARGETS_V2 |
0.0024876 |
0.0068418 |
-0.5624492 |
-2.292563 |
0 |
57 |
down |
| HALLMARK_ESTROGEN_RESPONSE_EARLY |
0.0027778 |
0.0068418 |
-0.4464027 |
-2.229052 |
0 |
191 |
down |
| HALLMARK_P53_PATHWAY |
0.0028329 |
0.0068418 |
-0.4335855 |
-2.164594 |
0 |
190 |
down |
| HALLMARK_HEME_METABOLISM |
0.0027624 |
0.0068418 |
-0.4268950 |
-2.118259 |
0 |
179 |
down |
| HALLMARK_ESTROGEN_RESPONSE_LATE |
0.0027322 |
0.0068418 |
-0.4195856 |
-2.104910 |
0 |
193 |
down |
| HALLMARK_ALLOGRAFT_REJECTION |
0.0015175 |
0.0068418 |
0.4474463 |
2.100379 |
0 |
187 |
up |
| HALLMARK_GLYCOLYSIS |
0.0028736 |
0.0068418 |
-0.4126562 |
-2.047099 |
0 |
188 |
down |
| HALLMARK_PEROXISOME |
0.0025000 |
0.0068418 |
-0.4318012 |
-1.977031 |
0 |
103 |
down |
| HALLMARK_XENOBIOTIC_METABOLISM |
0.0028736 |
0.0068418 |
-0.3897914 |
-1.933672 |
0 |
188 |
down |
| HALLMARK_CHOLESTEROL_HOMEOSTASIS |
0.0024691 |
0.0068418 |
-0.4461706 |
-1.882386 |
0 |
69 |
down |
| HALLMARK_DNA_REPAIR |
0.0027473 |
0.0068418 |
-0.3818767 |
-1.832369 |
0 |
141 |
down |
| HALLMARK_ANGIOGENESIS |
0.0016807 |
0.0068418 |
0.5106221 |
1.778316 |
0 |
35 |
up |
| HALLMARK_BILE_ACID_METABOLISM |
0.0025707 |
0.0068418 |
-0.3688872 |
-1.702384 |
0 |
109 |
down |
| HALLMARK_KRAS_SIGNALING_UP |
0.0015408 |
0.0068418 |
0.3427265 |
1.608198 |
0 |
190 |
up |
| HALLMARK_INFLAMMATORY_RESPONSE |
0.0015723 |
0.0068418 |
0.3352331 |
1.574628 |
0 |
193 |
up |
| HALLMARK_MYC_TARGETS_V1 |
0.0028409 |
0.0068418 |
-0.3110126 |
-1.549825 |
0 |
189 |
down |
| HALLMARK_UV_RESPONSE_DN |
0.0031397 |
0.0071357 |
0.3318998 |
1.486112 |
1 |
136 |
up |
| HALLMARK_UV_RESPONSE_UP |
0.0056180 |
0.0122130 |
-0.3150255 |
-1.516271 |
1 |
147 |
down |
| HALLMARK_G2M_CHECKPOINT |
0.0060698 |
0.0125786 |
0.3037292 |
1.425749 |
3 |
187 |
up |
| HALLMARK_COMPLEMENT |
0.0062893 |
0.0125786 |
0.2984481 |
1.401845 |
3 |
193 |
up |
| HALLMARK_HYPOXIA |
0.0084270 |
0.0162057 |
-0.2809825 |
-1.391582 |
2 |
180 |
down |
| HALLMARK_APOPTOSIS |
0.0218579 |
0.0404776 |
-0.2697592 |
-1.313157 |
7 |
155 |
down |
| HALLMARK_TNFA_SIGNALING_VIA_NFKB |
0.0249221 |
0.0445038 |
0.2785968 |
1.310677 |
15 |
195 |
up |
| HALLMARK_MYOGENESIS |
0.0261941 |
0.0451623 |
0.2846638 |
1.335747 |
16 |
190 |
up |
fgp <- fgsea_plot(fgsea_res$res_c1, pathways_title='C1 positional genes', condition_name='TRPA1 low vs high')

kable(fgp)
| chr17q25 |
0.0028090 |
0.0131392 |
-0.5540986 |
-2.803496 |
0 |
202 |
down |
| chr1q22 |
0.0024096 |
0.0131392 |
-0.6980236 |
-2.742202 |
0 |
53 |
down |
| chr9q34 |
0.0028169 |
0.0131392 |
-0.5374793 |
-2.733427 |
0 |
210 |
down |
| chr12q21 |
0.0016502 |
0.0131392 |
0.6242482 |
2.486050 |
0 |
66 |
up |
| chr16p11 |
0.0026882 |
0.0131392 |
-0.5251991 |
-2.410241 |
0 |
120 |
down |
| chr12p11 |
0.0017699 |
0.0131392 |
0.6633026 |
2.394753 |
0 |
41 |
up |
| chr12q15 |
0.0018051 |
0.0131392 |
0.6739325 |
2.343853 |
0 |
34 |
up |
| chr12q14 |
0.0017094 |
0.0131392 |
0.5899682 |
2.272550 |
0 |
55 |
up |
| chr1q21 |
0.0027778 |
0.0131392 |
-0.4519925 |
-2.265587 |
0 |
191 |
down |
| chr3p21 |
0.0028409 |
0.0131392 |
-0.4385913 |
-2.229828 |
0 |
211 |
down |
| chr7p15 |
0.0016807 |
0.0131392 |
0.5676641 |
2.218463 |
0 |
61 |
up |
| chr3q23 |
0.0017921 |
0.0131392 |
0.6326371 |
2.218442 |
0 |
35 |
up |
| chr1p22 |
0.0016420 |
0.0131392 |
0.5385445 |
2.214290 |
0 |
81 |
up |
| chr1p31 |
0.0015873 |
0.0131392 |
0.5013006 |
2.208660 |
0 |
120 |
up |
| chr16q22 |
0.0027322 |
0.0131392 |
-0.4713100 |
-2.192541 |
0 |
132 |
down |
| chr1p34 |
0.0027624 |
0.0131392 |
-0.4347676 |
-2.183732 |
0 |
192 |
down |
| chr11q14 |
0.0016584 |
0.0131392 |
0.5231500 |
2.132327 |
0 |
76 |
up |
| chr7p14 |
0.0015723 |
0.0131392 |
0.4855863 |
2.120959 |
0 |
107 |
up |
| chr2q22 |
0.0018727 |
0.0131392 |
0.7524950 |
2.110396 |
0 |
14 |
up |
| chr3p24 |
0.0017007 |
0.0131392 |
0.5401576 |
2.071583 |
0 |
54 |
up |
| chr13q14 |
0.0016051 |
0.0131392 |
0.4508598 |
2.064126 |
0 |
151 |
up |
| chr15q21 |
0.0015723 |
0.0131392 |
0.4752167 |
2.058117 |
0 |
102 |
up |
| chr5p13 |
0.0016639 |
0.0131392 |
0.4944827 |
2.049808 |
0 |
84 |
up |
| chr3q13 |
0.0015798 |
0.0131392 |
0.4619823 |
2.042202 |
0 |
121 |
up |
| chr2q32 |
0.0016750 |
0.0131392 |
0.5168686 |
2.031683 |
0 |
63 |
up |
| chr1p33 |
0.0022173 |
0.0131392 |
-0.5351399 |
-2.008367 |
0 |
40 |
down |
| chr16q21 |
0.0022883 |
0.0131392 |
-0.5282785 |
-1.990416 |
0 |
41 |
down |
| chr6q23 |
0.0016807 |
0.0131392 |
0.5005102 |
1.956021 |
0 |
61 |
up |
| chr7q21 |
0.0016260 |
0.0131392 |
0.4621638 |
1.955557 |
0 |
95 |
up |
| chr1p35 |
0.0026525 |
0.0131392 |
-0.4391349 |
-1.952368 |
0 |
99 |
down |
fgp <- fgsea_plot(fgsea_res$res_c2, pathways_title='C2 curated genes', condition_name='TRPA1 low vs high')

kable(fgp)
| SHEDDEN_LUNG_CANCER_GOOD_SURVIVAL_A4 |
0.0027701 |
0.0232728 |
-0.7620073 |
-3.792788 |
0 |
184 |
down |
| CHARAFE_BREAST_CANCER_LUMINAL_VS_MESENCHYMAL_UP |
0.0031348 |
0.0232728 |
-0.6560515 |
-3.586314 |
0 |
406 |
down |
| ANASTASSIOU_MULTICANCER_INVASIVENESS_SIGNATURE |
0.0016779 |
0.0232728 |
0.8581136 |
3.393820 |
0 |
62 |
up |
| LIM_MAMMARY_STEM_CELL_DN |
0.0031646 |
0.0232728 |
-0.6174004 |
-3.361235 |
0 |
387 |
down |
| SCHUETZ_BREAST_CANCER_DUCTAL_INVASIVE_UP |
0.0014514 |
0.0232728 |
0.6542663 |
3.305901 |
0 |
331 |
up |
| WAMUNYOKOLI_OVARIAN_CANCER_LMP_UP |
0.0028409 |
0.0232728 |
-0.6297646 |
-3.277198 |
0 |
256 |
down |
| VECCHI_GASTRIC_CANCER_ADVANCED_VS_EARLY_UP |
0.0015528 |
0.0232728 |
0.6983670 |
3.233029 |
0 |
161 |
up |
| HOLLERN_EMT_BREAST_TUMOR_DN |
0.0025773 |
0.0232728 |
-0.6827411 |
-3.196734 |
0 |
114 |
down |
| NIKOLSKY_BREAST_CANCER_16P13_AMPLICON |
0.0025063 |
0.0232728 |
-0.6934069 |
-3.186439 |
0 |
105 |
down |
| REACTOME_EUKARYOTIC_TRANSLATION_ELONGATION |
0.0024876 |
0.0232728 |
-0.7141323 |
-3.176153 |
0 |
86 |
down |
| TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_DUCTAL_NORMAL_UP |
0.0016779 |
0.0232728 |
0.7789150 |
3.098541 |
0 |
66 |
up |
| CHARAFE_BREAST_CANCER_BASAL_VS_MESENCHYMAL_UP |
0.0025773 |
0.0232728 |
-0.6599321 |
-3.093311 |
0 |
113 |
down |
| KEGG_RIBOSOME |
0.0024938 |
0.0232728 |
-0.7039892 |
-3.086477 |
0 |
81 |
down |
| COLDREN_GEFITINIB_RESISTANCE_DN |
0.0028986 |
0.0232728 |
-0.6010449 |
-3.046498 |
0 |
206 |
down |
| REACTOME_SELENOAMINO_ACID_METABOLISM |
0.0025189 |
0.0232728 |
-0.6570245 |
-3.011520 |
0 |
102 |
down |
| REACTOME_SRP_DEPENDENT_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE |
0.0025381 |
0.0232728 |
-0.6521263 |
-2.988792 |
0 |
104 |
down |
| REACTOME_NONSENSE_MEDIATED_DECAY_NMD |
0.0025510 |
0.0232728 |
-0.6467621 |
-2.982963 |
0 |
108 |
down |
| REACTOME_TRANSLATION |
0.0029155 |
0.0232728 |
-0.5647839 |
-2.943763 |
0 |
262 |
down |
| REACTOME_RESPONSE_OF_EIF2AK4_GCN2_TO_AMINO_ACID_DEFICIENCY |
0.0025445 |
0.0232728 |
-0.6453424 |
-2.921069 |
0 |
94 |
down |
| NIKOLSKY_BREAST_CANCER_1Q21_AMPLICON |
0.0022075 |
0.0232728 |
-0.8162160 |
-2.898852 |
0 |
33 |
down |
| REACTOME_EUKARYOTIC_TRANSLATION_INITIATION |
0.0026385 |
0.0232728 |
-0.6213136 |
-2.888042 |
0 |
112 |
down |
| BOQUEST_STEM_CELL_UP |
0.0015528 |
0.0232728 |
0.5911478 |
2.874875 |
0 |
248 |
up |
| MOOTHA_MITOCHONDRIA |
0.0031348 |
0.0232728 |
-0.5236436 |
-2.863479 |
0 |
404 |
down |
| MOOTHA_HUMAN_MITODB_6_2002 |
0.0031447 |
0.0232728 |
-0.5212564 |
-2.841061 |
0 |
395 |
down |
| GINESTIER_BREAST_CANCER_ZNF217_AMPLIFIED_DN |
0.0032051 |
0.0232728 |
-0.5324299 |
-2.810825 |
0 |
308 |
down |
| CHARAFE_BREAST_CANCER_LUMINAL_VS_MESENCHYMAL_DN |
0.0014368 |
0.0232728 |
0.5419776 |
2.807116 |
0 |
433 |
up |
| VANTVEER_BREAST_CANCER_ESR1_UP |
0.0028571 |
0.0232728 |
-0.5562090 |
-2.802118 |
0 |
194 |
down |
| LU_EZH2_TARGETS_UP |
0.0028329 |
0.0232728 |
-0.5371526 |
-2.799113 |
0 |
257 |
down |
| REACTOME_RRNA_PROCESSING |
0.0027701 |
0.0232728 |
-0.5562635 |
-2.768726 |
0 |
184 |
down |
| LIEN_BREAST_CARCINOMA_METAPLASTIC_VS_DUCTAL_DN |
0.0024938 |
0.0232728 |
-0.5990959 |
-2.750040 |
0 |
103 |
down |
fgp <- fgsea_plot(fgsea_res$res_c3, pathways_title='C3 regulatory target genes', condition_name='TRPA1 low vs high')

kable(fgp)
| MCM2_TARGET_GENES |
0.0024096 |
0.0172521 |
-0.6004621 |
-2.607100 |
0 |
76 |
down |
| KLF14_TARGET_GENES |
0.0028902 |
0.0172521 |
-0.5015076 |
-2.534658 |
0 |
215 |
down |
| YBX3_TARGET_GENES |
0.0026738 |
0.0172521 |
-0.4767254 |
-2.342535 |
0 |
163 |
down |
| MIR3129_3P |
0.0016340 |
0.0172521 |
0.5401223 |
2.327087 |
0 |
97 |
up |
| HES4_TARGET_GENES |
0.0034483 |
0.0172521 |
-0.4163147 |
-2.304145 |
0 |
508 |
down |
| NR1H4_TARGET_GENES |
0.0032362 |
0.0172521 |
-0.4294581 |
-2.292309 |
0 |
350 |
down |
| MIR5583_5P |
0.0016340 |
0.0172521 |
0.5232627 |
2.254448 |
0 |
97 |
up |
| CDC73_TARGET_GENES |
0.0035211 |
0.0172521 |
-0.4051076 |
-2.243563 |
0 |
538 |
down |
| SNRNP70_TARGET_GENES |
0.0027100 |
0.0172521 |
-0.4604837 |
-2.239590 |
0 |
153 |
down |
| DLX6_TARGET_GENES |
0.0033898 |
0.0172521 |
-0.4066286 |
-2.237575 |
0 |
486 |
down |
| GGAANCGGAANY_UNKNOWN |
0.0026385 |
0.0172521 |
-0.4910859 |
-2.231570 |
0 |
103 |
down |
| ADNP_TARGET_GENES |
0.0035336 |
0.0172521 |
-0.3962869 |
-2.200792 |
0 |
543 |
down |
| SP1_Q6_01 |
0.0029499 |
0.0172521 |
-0.4279328 |
-2.182687 |
0 |
234 |
down |
| ZNF354B_TARGET_GENES |
0.0026810 |
0.0172521 |
-0.4411021 |
-2.166373 |
0 |
165 |
down |
| HOXD11_TARGET_GENES |
0.0026738 |
0.0172521 |
-0.4611489 |
-2.162526 |
0 |
121 |
down |
| HJURP_TARGET_GENES |
0.0023256 |
0.0172521 |
-0.5408384 |
-2.158140 |
0 |
51 |
down |
| ATOH1_TARGET_GENES |
0.0027855 |
0.0172521 |
-0.4301927 |
-2.155108 |
0 |
194 |
down |
| MIR3646 |
0.0013369 |
0.0172521 |
0.3995005 |
2.151771 |
0 |
797 |
up |
| PCGF1_TARGET_GENES |
0.0033333 |
0.0172521 |
-0.3920384 |
-2.150324 |
0 |
466 |
down |
| MIR92A_2_5P |
0.0027624 |
0.0172521 |
-0.4282733 |
-2.146664 |
0 |
187 |
down |
| ZMYM2_TARGET_GENES |
0.0026316 |
0.0172521 |
-0.4623409 |
-2.145527 |
0 |
115 |
down |
| MIR423_5P |
0.0026110 |
0.0172521 |
-0.4526046 |
-2.143738 |
0 |
129 |
down |
| MIR607 |
0.0013055 |
0.0172521 |
0.3948528 |
2.142111 |
0 |
906 |
up |
| TOP2B_TARGET_GENES |
0.0033784 |
0.0172521 |
-0.3859978 |
-2.135174 |
0 |
502 |
down |
| MIR5009_5P |
0.0017391 |
0.0172521 |
0.5487183 |
2.129045 |
0 |
55 |
up |
| ETS2_TARGET_GENES |
0.0032258 |
0.0172521 |
-0.3994484 |
-2.128711 |
0 |
348 |
down |
| MIR3662 |
0.0013210 |
0.0172521 |
0.3901927 |
2.112240 |
0 |
897 |
up |
| MIR8058 |
0.0017513 |
0.0172521 |
0.5822842 |
2.102765 |
0 |
40 |
up |
| MIR6836_5P |
0.0026385 |
0.0172521 |
-0.4539634 |
-2.102459 |
0 |
114 |
down |
| MIR4283 |
0.0027855 |
0.0172521 |
-0.4192818 |
-2.100449 |
0 |
194 |
down |
fgp <- fgsea_plot(fgsea_res$res_c4, pathways_title='C4 cancer', condition_name='TRPA1 low vs high')

kable(fgp)
| MODULE_47 |
0.0015267 |
0.0124089 |
0.6533425 |
3.131514 |
0 |
214 |
up |
| MORF_NME2 |
0.0025253 |
0.0124089 |
-0.6383365 |
-3.058289 |
0 |
141 |
down |
| GCM_TPT1 |
0.0023041 |
0.0124089 |
-0.7197048 |
-2.952418 |
0 |
59 |
down |
| MODULE_93 |
0.0026385 |
0.0124089 |
-0.5887097 |
-2.878722 |
0 |
176 |
down |
| MODULE_180 |
0.0023641 |
0.0124089 |
-0.6123511 |
-2.840095 |
0 |
115 |
down |
| MORF_ACTG1 |
0.0023474 |
0.0124089 |
-0.5894037 |
-2.797677 |
0 |
127 |
down |
| MORF_TPT1 |
0.0023529 |
0.0124089 |
-0.6308074 |
-2.780150 |
0 |
92 |
down |
| GNF2_PTX3 |
0.0018051 |
0.0124089 |
0.7822413 |
2.762134 |
0 |
35 |
up |
| GNF2_EIF3S6 |
0.0023753 |
0.0124089 |
-0.5963867 |
-2.739096 |
0 |
110 |
down |
| GNF2_TPT1 |
0.0022676 |
0.0124089 |
-0.7382220 |
-2.738484 |
0 |
36 |
down |
| GNF2_GLTSCR2 |
0.0022371 |
0.0124089 |
-0.7762522 |
-2.734879 |
0 |
29 |
down |
| MODULE_139 |
0.0022779 |
0.0124089 |
-0.6299461 |
-2.716218 |
0 |
76 |
down |
| MORF_NPM1 |
0.0025189 |
0.0124089 |
-0.5533189 |
-2.676354 |
0 |
149 |
down |
| GNF2_CDH11 |
0.0018083 |
0.0124089 |
0.8106653 |
2.654171 |
0 |
25 |
up |
| GNF2_MMP1 |
0.0017699 |
0.0124089 |
0.7540945 |
2.619930 |
0 |
31 |
up |
| MODULE_221 |
0.0022371 |
0.0124089 |
-0.7367136 |
-2.595577 |
0 |
29 |
down |
| MORF_PHB |
0.0023585 |
0.0124089 |
-0.5610894 |
-2.586936 |
0 |
113 |
down |
| MORF_PPP1CA |
0.0025445 |
0.0124089 |
-0.5342483 |
-2.585427 |
0 |
153 |
down |
| MODULE_184 |
0.0022222 |
0.0124089 |
-0.7340145 |
-2.585372 |
0 |
28 |
down |
| MORF_AP2M1 |
0.0027624 |
0.0124089 |
-0.5189705 |
-2.577038 |
0 |
203 |
down |
| GNF2_ST13 |
0.0022989 |
0.0124089 |
-0.6295837 |
-2.573092 |
0 |
58 |
down |
| MODULE_152 |
0.0023753 |
0.0124089 |
-0.5641266 |
-2.571329 |
0 |
106 |
down |
| MORF_IKBKG |
0.0023585 |
0.0124089 |
-0.5433116 |
-2.567762 |
0 |
126 |
down |
| MORF_GPX4 |
0.0022472 |
0.0124089 |
-0.6426144 |
-2.546974 |
0 |
50 |
down |
| MODULE_83 |
0.0028986 |
0.0124089 |
-0.4867621 |
-2.543899 |
0 |
290 |
down |
| MODULE_151 |
0.0028902 |
0.0124089 |
-0.4861352 |
-2.543296 |
0 |
289 |
down |
| MODULE_29 |
0.0021882 |
0.0124089 |
-0.7313627 |
-2.531511 |
0 |
26 |
down |
| MORF_CSNK2B |
0.0027473 |
0.0124089 |
-0.4848982 |
-2.503487 |
0 |
258 |
down |
| MODULE_43 |
0.0023364 |
0.0124089 |
-0.5599176 |
-2.500084 |
0 |
95 |
down |
| GNF2_HPN |
0.0024390 |
0.0124089 |
-0.5312804 |
-2.482505 |
0 |
124 |
down |
fgp <- fgsea_plot(fgsea_res$res_c5, pathways_title='C5 GO genes', condition_name='TRPA1 low vs high')

kable(fgp)
| GO_CYTOSOLIC_RIBOSOME |
0.0024038 |
0.0399244 |
-0.6779960 |
-3.003977 |
0 |
95 |
down |
| GO_STRUCTURAL_CONSTITUENT_OF_RIBOSOME |
0.0024570 |
0.0399244 |
-0.6157863 |
-3.003516 |
0 |
152 |
down |
| GO_RIBOSOME |
0.0027701 |
0.0399244 |
-0.5929556 |
-2.994946 |
0 |
211 |
down |
| GO_RIBOSOMAL_SUBUNIT |
0.0026738 |
0.0399244 |
-0.6094129 |
-2.987261 |
0 |
172 |
down |
| GO_LARGE_RIBOSOMAL_SUBUNIT |
0.0023753 |
0.0399244 |
-0.6379143 |
-2.922854 |
0 |
108 |
down |
| GO_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_NONSENSE_MEDIATED_DECAY |
0.0023810 |
0.0399244 |
-0.6263286 |
-2.890226 |
0 |
114 |
down |
| GO_CYTOSOLIC_LARGE_RIBOSOMAL_SUBUNIT |
0.0023256 |
0.0399244 |
-0.7209130 |
-2.843214 |
0 |
53 |
down |
| GO_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE |
0.0023866 |
0.0399244 |
-0.6375241 |
-2.828872 |
0 |
94 |
down |
| GO_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_CH_GROUP_OF_DONORS |
0.0023202 |
0.0399244 |
-0.7035074 |
-2.800764 |
0 |
55 |
down |
| GO_COENZYME_BINDING |
0.0028329 |
0.0399244 |
-0.5385803 |
-2.796098 |
0 |
271 |
down |
| GO_MONOCARBOXYLIC_ACID_CATABOLIC_PROCESS |
0.0024272 |
0.0399244 |
-0.5998700 |
-2.794386 |
0 |
121 |
down |
| GO_COLLAGEN_BINDING |
0.0017391 |
0.0399244 |
0.6833435 |
2.734113 |
0 |
64 |
up |
| GO_ORGANIC_ACID_CATABOLIC_PROCESS |
0.0027473 |
0.0399244 |
-0.5288423 |
-2.729203 |
0 |
251 |
down |
| GO_FATTY_ACID_CATABOLIC_PROCESS |
0.0024272 |
0.0399244 |
-0.6106636 |
-2.724092 |
0 |
98 |
down |
| GO_FATTY_ACID_BETA_OXIDATION |
0.0023810 |
0.0399244 |
-0.6569746 |
-2.716592 |
0 |
67 |
down |
| GO_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_ENDOPLASMIC_RETICULUM |
0.0024155 |
0.0399244 |
-0.5893202 |
-2.683349 |
0 |
106 |
down |
| GO_PROTEIN_TARGETING_TO_MEMBRANE |
0.0026596 |
0.0399244 |
-0.5462283 |
-2.679568 |
0 |
173 |
down |
| GO_RIBOSOMAL_LARGE_SUBUNIT_BIOGENESIS |
0.0022883 |
0.0399244 |
-0.6462127 |
-2.645053 |
0 |
62 |
down |
| GO_COFACTOR_BIOSYNTHETIC_PROCESS |
0.0027701 |
0.0399244 |
-0.5161291 |
-2.605578 |
0 |
209 |
down |
| GO_FATTY_ACID_METABOLIC_PROCESS |
0.0029240 |
0.0399244 |
-0.4839875 |
-2.592955 |
0 |
342 |
down |
| GO_VIRAL_GENE_EXPRESSION |
0.0026316 |
0.0399244 |
-0.5207435 |
-2.589722 |
0 |
185 |
down |
| GO_RIBOSOME_BIOGENESIS |
0.0027778 |
0.0399244 |
-0.4991618 |
-2.587103 |
0 |
259 |
down |
| GO_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_CH_OH_GROUP_OF_DONORS |
0.0023753 |
0.0399244 |
-0.5573973 |
-2.582865 |
0 |
116 |
down |
| GO_COLLAGEN_FIBRIL_ORGANIZATION |
0.0017361 |
0.0399244 |
0.6681461 |
2.572845 |
0 |
51 |
up |
| GO_CELLULAR_AMINO_ACID_CATABOLIC_PROCESS |
0.0024096 |
0.0399244 |
-0.5553400 |
-2.571487 |
0 |
117 |
down |
| GO_COENZYME_METABOLIC_PROCESS |
0.0026738 |
0.0399244 |
-0.4926671 |
-2.539616 |
0 |
232 |
down |
| GO_PROTEIN_LOCALIZATION_TO_ENDOPLASMIC_RETICULUM |
0.0025063 |
0.0399244 |
-0.5401434 |
-2.538199 |
0 |
128 |
down |
| GO_MITOCHONDRIAL_GENE_EXPRESSION |
0.0024938 |
0.0399244 |
-0.5193559 |
-2.521252 |
0 |
149 |
down |
| GO_MITOCHONDRIAL_TRANSLATION |
0.0024691 |
0.0399244 |
-0.5353643 |
-2.514587 |
0 |
127 |
down |
| GO_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_MEMBRANE |
0.0028169 |
0.0399244 |
-0.4773437 |
-2.513247 |
0 |
296 |
down |
fgp <- fgsea_plot(fgsea_res$res_c6, pathways_title='C6 oncogenic', condition_name='TRPA1 low vs high')

kable(fgp)
| CAMP_UP.V1_UP |
0.0027778 |
0.0132283 |
-0.4694873 |
-2.329857 |
0 |
181 |
down |
| MYC_UP.V1_UP |
0.0027473 |
0.0132283 |
-0.4713650 |
-2.296250 |
0 |
157 |
down |
| SINGH_KRAS_DEPENDENCY_SIGNATURE |
0.0021186 |
0.0132283 |
-0.7057766 |
-2.198727 |
0 |
19 |
down |
| LEF1_UP.V1_DN |
0.0027933 |
0.0132283 |
-0.4363336 |
-2.151677 |
0 |
173 |
down |
| SIRNA_EIF4GI_UP |
0.0024272 |
0.0132283 |
-0.4671653 |
-2.066444 |
0 |
87 |
down |
| AKT_UP_MTOR_DN.V1_UP |
0.0027933 |
0.0132283 |
-0.4115567 |
-2.021627 |
0 |
166 |
down |
| ERBB2_UP.V1_UP |
0.0027778 |
0.0132283 |
-0.4062796 |
-2.006640 |
0 |
175 |
down |
| EIF4E_UP |
0.0024510 |
0.0132283 |
-0.4526974 |
-1.998095 |
0 |
88 |
down |
| MEK_UP.V1_UP |
0.0027778 |
0.0132283 |
-0.4040885 |
-1.995818 |
0 |
175 |
down |
| VEGF_A_UP.V1_DN |
0.0015649 |
0.0132283 |
0.4280704 |
1.993965 |
0 |
184 |
up |
| SIRNA_EIF4GI_DN |
0.0016835 |
0.0132283 |
0.4763496 |
1.981967 |
0 |
88 |
up |
| BMI1_DN_MEL18_DN.V1_UP |
0.0015649 |
0.0132283 |
0.4340218 |
1.937288 |
0 |
135 |
up |
| RAPA_EARLY_UP.V1_DN |
0.0028011 |
0.0132283 |
-0.3893978 |
-1.911373 |
0 |
167 |
down |
| RB_P107_DN.V1_DN |
0.0026810 |
0.0132283 |
-0.4130143 |
-1.907431 |
0 |
113 |
down |
| PIGF_UP.V1_UP |
0.0015576 |
0.0132283 |
0.4078524 |
1.896010 |
0 |
181 |
up |
| LEF1_UP.V1_UP |
0.0015528 |
0.0132283 |
0.4011926 |
1.859435 |
0 |
179 |
up |
| STK33_DN |
0.0028902 |
0.0132283 |
-0.3554830 |
-1.856429 |
0 |
249 |
down |
| PDGF_ERK_DN.V1_DN |
0.0027473 |
0.0132283 |
-0.3842053 |
-1.839887 |
0 |
141 |
down |
| AKT_UP.V1_UP |
0.0027397 |
0.0132283 |
-0.3768202 |
-1.831308 |
0 |
152 |
down |
| E2F3_UP.V1_DN |
0.0028329 |
0.0132283 |
-0.3770684 |
-1.791267 |
0 |
137 |
down |
| ESC_J1_UP_EARLY.V1_UP |
0.0027100 |
0.0132283 |
-0.3600059 |
-1.749696 |
0 |
151 |
down |
| PRC2_EED_UP.V1_DN |
0.0027933 |
0.0132283 |
-0.3517090 |
-1.744428 |
0 |
179 |
down |
| STK33_NOMO_DN |
0.0029762 |
0.0132283 |
-0.3296820 |
-1.721260 |
0 |
254 |
down |
| CYCLIN_D1_UP.V1_UP |
0.0027933 |
0.0132283 |
-0.3464474 |
-1.708424 |
0 |
173 |
down |
| RB_DN.V1_UP |
0.0026738 |
0.0132283 |
-0.3644981 |
-1.706706 |
0 |
123 |
down |
| BRCA1_DN.V1_UP |
0.0015974 |
0.0132283 |
0.3907580 |
1.696965 |
0 |
111 |
up |
| SRC_UP.V1_UP |
0.0028169 |
0.0132283 |
-0.3524269 |
-1.696265 |
0 |
148 |
down |
| GCNP_SHH_UP_LATE.V1_DN |
0.0028011 |
0.0132283 |
-0.3421416 |
-1.679414 |
0 |
167 |
down |
| PTEN_DN.V1_UP |
0.0015601 |
0.0132283 |
0.3704055 |
1.678552 |
0 |
153 |
up |
| CYCLIN_D1_KE_.V1_UP |
0.0027855 |
0.0132283 |
-0.3391235 |
-1.678220 |
0 |
178 |
down |
fgp <- fgsea_plot(fgsea_res$res_c7, pathways_title='C7 immunologic', condition_name='TRPA1 low vs high')

kable(fgp)
| GSE45837_WT_VS_GFI1_KO_PDC_DN |
0.0028571 |
0.0131487 |
-0.5874269 |
-2.897186 |
0 |
180 |
down |
| GSE9006_TYPE_1_VS_TYPE_2_DIABETES_PBMC_AT_DX_UP |
0.0028011 |
0.0131487 |
-0.5722605 |
-2.841540 |
0 |
187 |
down |
| GSE14000_TRANSLATED_RNA_VS_MRNA_DC_DN |
0.0027473 |
0.0131487 |
-0.5465548 |
-2.664065 |
0 |
160 |
down |
| GSE369_PRE_VS_POST_IL6_INJECTION_SOCS3_KO_LIVER_DN |
0.0028011 |
0.0131487 |
-0.5327159 |
-2.645182 |
0 |
187 |
down |
| GSE45365_HEALTHY_VS_MCMV_INFECTION_CD8A_DC_IFNAR_KO_UP |
0.0028329 |
0.0131487 |
-0.5399345 |
-2.641877 |
0 |
175 |
down |
| GSE42021_CD24LO_TREG_VS_CD24LO_TCONV_THYMUS_DN |
0.0028329 |
0.0131487 |
-0.5195499 |
-2.571862 |
0 |
185 |
down |
| GSE21678_WT_VS_FOXO1_FOXO3_KO_TREG_DN |
0.0028736 |
0.0131487 |
-0.5263083 |
-2.566534 |
0 |
174 |
down |
| GSE16385_MONOCYTE_VS_12H_IL4_TREATED_MACROPHAGE_DN |
0.0028329 |
0.0131487 |
-0.5182001 |
-2.554260 |
0 |
183 |
down |
| GSE45365_WT_VS_IFNAR_KO_CD11B_DC_MCMV_INFECTION_UP |
0.0028329 |
0.0131487 |
-0.5217021 |
-2.547915 |
0 |
168 |
down |
| GSE15735_CTRL_VS_HDAC_INHIBITOR_TREATED_CD4_TCELL_12H_UP |
0.0028169 |
0.0131487 |
-0.5132211 |
-2.539276 |
0 |
184 |
down |
| GSE360_CTRL_VS_L_DONOVANI_MAC_UP |
0.0028329 |
0.0131487 |
-0.5115894 |
-2.532456 |
0 |
185 |
down |
| GSE9006_HEALTHY_VS_TYPE_2_DIABETES_PBMC_AT_DX_UP |
0.0028249 |
0.0131487 |
-0.5102332 |
-2.521493 |
0 |
181 |
down |
| GSE22886_DAY1_VS_DAY7_MONOCYTE_IN_CULTURE_DN |
0.0027778 |
0.0131487 |
-0.5092085 |
-2.515549 |
0 |
179 |
down |
| GSE42724_NAIVE_VS_B1_BCELL_DN |
0.0027701 |
0.0131487 |
-0.5077368 |
-2.509721 |
0 |
178 |
down |
| GSE3920_UNTREATED_VS_IFNG_TREATED_ENDOTHELIAL_CELL_DN |
0.0028329 |
0.0131487 |
-0.5063666 |
-2.495932 |
0 |
183 |
down |
| GSE43863_NAIVE_VS_LY6C_LOW_CXCR5NEG_CD4_EFF_TCELL_D6_LCMV_DN |
0.0028249 |
0.0131487 |
-0.5049015 |
-2.472603 |
0 |
173 |
down |
| GSE36527_CD69_NEG_VS_POS_TREG_CD62L_LOS_KLRG1_NEG_DN |
0.0028329 |
0.0131487 |
-0.4952493 |
-2.441133 |
0 |
183 |
down |
| GSE24210_CTRL_VS_IL35_TREATED_TCONV_CD4_TCELL_DN |
0.0028169 |
0.0131487 |
-0.4897030 |
-2.422915 |
0 |
184 |
down |
| GSE42021_CD24HI_TREG_VS_CD24HI_TCONV_THYMUS_UP |
0.0028329 |
0.0131487 |
-0.4914981 |
-2.422643 |
0 |
183 |
down |
| GSE45365_WT_VS_IFNAR_KO_CD8A_DC_UP |
0.0028329 |
0.0131487 |
-0.4852031 |
-2.391615 |
0 |
183 |
down |
| GSE369_IFNG_KO_VS_WT_LIVER_DN |
0.0028571 |
0.0131487 |
-0.4819838 |
-2.377142 |
0 |
180 |
down |
| GSE39864_WT_VS_GATA3_KO_TREG_DN |
0.0028653 |
0.0131487 |
-0.4805446 |
-2.365280 |
0 |
182 |
down |
| GSE27434_WT_VS_DNMT1_KO_TREG_UP |
0.0027701 |
0.0131487 |
-0.4779647 |
-2.362559 |
0 |
178 |
down |
| GSE42021_TREG_PLN_VS_CD24HI_TREG_THYMUS_DN |
0.0028169 |
0.0131487 |
-0.4753328 |
-2.351815 |
0 |
184 |
down |
| GSE20727_CTRL_VS_ROS_INH_AND_DNFB_ALLERGEN_TREATED_DC_UP |
0.0027778 |
0.0131487 |
-0.4752200 |
-2.347641 |
0 |
179 |
down |
| GSE22589_HEALTHY_VS_SIV_INFECTED_DC_UP |
0.0027778 |
0.0131487 |
-0.4740282 |
-2.341754 |
0 |
179 |
down |
| GSE17721_CTRL_VS_GARDIQUIMOD_8H_BMDC_UP |
0.0028169 |
0.0131487 |
-0.4726796 |
-2.338688 |
0 |
184 |
down |
| GSE22886_IGM_MEMORY_BCELL_VS_BM_PLASMA_CELL_DN |
0.0028011 |
0.0131487 |
-0.4702614 |
-2.335067 |
0 |
187 |
down |
| GSE2706_UNSTIM_VS_8H_LPS_AND_R848_DC_UP |
0.0027778 |
0.0131487 |
-0.4713146 |
-2.328348 |
0 |
179 |
down |
| GSE37533_UNTREATED_VS_PIOGLIZATONE_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_DN |
0.0028329 |
0.0131487 |
-0.4698153 |
-2.325667 |
0 |
185 |
down |
fgp <- fgsea_plot(fgsea_res$res_msg, pathways_title='All signatures', condition_name='TRPA1 low vs high')

kable(fgp)
| SHEDDEN_LUNG_CANCER_GOOD_SURVIVAL_A4 |
0.0028818 |
0.0201079 |
-0.7620073 |
-3.824581 |
0 |
184 |
down |
| ANASTASSIOU_MULTICANCER_INVASIVENESS_SIGNATURE |
0.0016611 |
0.0201079 |
0.8581136 |
3.341093 |
0 |
62 |
up |
| chr16p13 |
0.0030581 |
0.0201079 |
-0.6303105 |
-3.334673 |
0 |
272 |
down |
| WAMUNYOKOLI_OVARIAN_CANCER_LMP_UP |
0.0029940 |
0.0201079 |
-0.6297646 |
-3.295148 |
0 |
256 |
down |
| SCHUETZ_BREAST_CANCER_DUCTAL_INVASIVE_UP |
0.0015038 |
0.0201079 |
0.6542663 |
3.261850 |
0 |
331 |
up |
| NIKOLSKY_BREAST_CANCER_16P13_AMPLICON |
0.0026525 |
0.0201079 |
-0.6934069 |
-3.202030 |
0 |
105 |
down |
| VECCHI_GASTRIC_CANCER_ADVANCED_VS_EARLY_UP |
0.0015552 |
0.0201079 |
0.6983670 |
3.195344 |
0 |
161 |
up |
| REACTOME_EUKARYOTIC_TRANSLATION_ELONGATION |
0.0025974 |
0.0201079 |
-0.7141323 |
-3.191795 |
0 |
86 |
down |
| HOLLERN_EMT_BREAST_TUMOR_DN |
0.0027322 |
0.0201079 |
-0.6827411 |
-3.176297 |
0 |
114 |
down |
| HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
0.0015221 |
0.0201079 |
0.6739362 |
3.153720 |
0 |
189 |
up |
| MODULE_47 |
0.0015152 |
0.0201079 |
0.6533425 |
3.105321 |
0 |
214 |
up |
| GO_CYTOSOLIC_RIBOSOME |
0.0025840 |
0.0201079 |
-0.6779960 |
-3.094192 |
0 |
95 |
down |
| KEGG_RIBOSOME |
0.0026882 |
0.0201079 |
-0.7039892 |
-3.091734 |
0 |
81 |
down |
| MORF_NME2 |
0.0028571 |
0.0201079 |
-0.6383365 |
-3.088148 |
0 |
141 |
down |
| COLDREN_GEFITINIB_RESISTANCE_DN |
0.0029240 |
0.0201079 |
-0.6010449 |
-3.068822 |
0 |
206 |
down |
| CHARAFE_BREAST_CANCER_BASAL_VS_MESENCHYMAL_UP |
0.0027100 |
0.0201079 |
-0.6599321 |
-3.065326 |
0 |
113 |
down |
| TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_DUCTAL_NORMAL_UP |
0.0016556 |
0.0201079 |
0.7789150 |
3.058841 |
0 |
66 |
up |
| GO_RIBOSOMAL_SUBUNIT |
0.0028409 |
0.0201079 |
-0.6094129 |
-3.044476 |
0 |
172 |
down |
| GO_RIBOSOME |
0.0029070 |
0.0201079 |
-0.5929556 |
-3.037682 |
0 |
211 |
down |
| REACTOME_SELENOAMINO_ACID_METABOLISM |
0.0026525 |
0.0201079 |
-0.6570245 |
-3.013607 |
0 |
102 |
down |
| GO_STRUCTURAL_CONSTITUENT_OF_RIBOSOME |
0.0029499 |
0.0201079 |
-0.6157863 |
-3.005280 |
0 |
152 |
down |
| REACTOME_SRP_DEPENDENT_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE |
0.0026455 |
0.0201079 |
-0.6521263 |
-3.004705 |
0 |
104 |
down |
| REACTOME_NONSENSE_MEDIATED_DECAY_NMD |
0.0026455 |
0.0201079 |
-0.6467621 |
-2.989497 |
0 |
108 |
down |
| REACTOME_TRANSLATION |
0.0030395 |
0.0201079 |
-0.5647839 |
-2.969292 |
0 |
262 |
down |
| GCM_TPT1 |
0.0024752 |
0.0201079 |
-0.7197048 |
-2.954000 |
0 |
59 |
down |
| GO_LARGE_RIBOSOMAL_SUBUNIT |
0.0026455 |
0.0201079 |
-0.6379143 |
-2.948600 |
0 |
108 |
down |
| MODULE_93 |
0.0029070 |
0.0201079 |
-0.5887097 |
-2.946597 |
0 |
176 |
down |
| NIKOLSKY_BREAST_CANCER_1Q21_AMPLICON |
0.0022676 |
0.0201079 |
-0.8162160 |
-2.941154 |
0 |
33 |
down |
| GSE45837_WT_VS_GFI1_KO_PDC_DN |
0.0028902 |
0.0201079 |
-0.5874269 |
-2.940907 |
0 |
180 |
down |
| REACTOME_RESPONSE_OF_EIF2AK4_GCN2_TO_AMINO_ACID_DEFICIENCY |
0.0025974 |
0.0201079 |
-0.6453424 |
-2.938375 |
0 |
94 |
down |